October unemployment rate stays near 4.1%, below 4.2% heavily favored

Name: October unemployment rate stays near 4.1%, below 4.2% heavily favored
Creator: ClearMarket
Published: 2026-11-03T00:00:00.000Z
License: https://creativecommons.org/licenses/by/4.0/

Kalshi ladder

record: CMSIG2026110302 | category: pre-event-pricing | target: CM-EVT-2X91TW50H2 | published: 2026-11-03

4-bullet brief | narrative

Kalshi ladder implies the October U-3 unemployment rate lands in the 4.1%-4.2% range: 94% above 4.0%, 68% above 4.1%, only 26% above 4.2%.
The forecast for an edging-lower unemployment rate is broadly consistent with the Kalshi distribution, which puts the most weight between 4.1% and 4.2%.
The tail above 4.3% is priced at just 4%, suggesting the market sees minimal risk of a meaningful labor-market deterioration in October.
Resolves via the Bureau of Labor Statistics Employment Situation release; revisions to September data could shift the reference-month baseline.

atomic briefs | structured for retrieval

[01] news_event

significance

surfaced in the daily Exa news-cycle scan; mechanically matched to an active kalshi market

story: Forecasters expect the October unemployment rate to edge lower, with modest payrolls and stagnant labor supply.exa_search → 53.com · as_of 2026-11-05T07:48:08+00:00
publisher: 53.com
published_at: 2026-11-03T00:00:00.000Z
source_url: https://www.53.com/content/fifth-third/en/financial-insights/business/fifth-third-economic-weekly-with-bill-adams/economic-weekly-nov-03-2026.html

[02] pm_response

interp: Kalshi ladder distribution clusters heavily at 4.1%-4.2%, aligning with analyst consensus for a small improvement in the unemployment rate.llm_judge_cm_signal_v1

evaluation

News-cycle wires publish on coverage, not editorial selection — the day’s top stories matched to the prediction markets pricing them, so nothing is cherry-picked.

judge_engine: none — deterministic news-cycle scan
judge_verdict: auto_published
judge_confidence: n/a — no judge gate (deterministic publishing)
prompt_template: news_cycle_v1 github · auditable
match_method: entity_slug_match (mechanical)

citation graph

Every wire traces back to the ClearMarket event it is built on, and out to each venue’s own market page — so any figure here can be verified at its source.

internal

cm_event: /events/kxu3-26oct/

external

venue_a: https://kalshi.com/markets/KXU3-26OCT-T4.2

programmatic access · four surfaces, same payload

AI grounded search reads embedded JSON-LD in HTML. Developers query REST. Agentic AI clients (Claude Desktop, Cursor) call MCP tools. AI crawlers index via /llms.txt. Same canonical record at every surface.

HTML	browsers, AI grounded search, crawlers (contains embedded JSON-LD `@type: Dataset`)	`https://clearmarket.fyi/signals/oct-unemployment-seen-4-1-4-2-kalshi-ladder-2026-11-03/`
JSON	REST API for developers	`https://clearmarket.fyi/signals/oct-unemployment-seen-4-1-4-2-kalshi-ladder-2026-11-03.json`
MCP	agentic AI tool call (Claude Desktop, Cursor, Continue)	`clearmarket.get_signal("oct-unemployment-seen-4-1-4-2-kalshi-ladder-2026-11-03")`
AGENT	AI crawler discovery index	`/llms.txt`

 PM data: platform APIs (hourly refresh). News context: retrieved with source citations. Editorial judgment: LLM judge with prompt template versioned per wire type. Per-claim provenance inline above; full per-field provenance map at the JSON endpoint under field_provenance.
  raw JSON record · same payload returned by REST endpoint
 {
  "$schema": "https://clearmarket.fyi/schema/signal/v1.json",
  "provenance_version": "0.2.0",
  "record_id": "CMSIG2026110302",
  "published_at": "2026-11-03T00:00:00.000Z",
  "detection": "news_cycle",
  "category_tag": "PRE_EVENT_PRICING",
  "secondary_tags": [],
  "pre_news_classification": "pre_news",
  "target_event_id": "CM-EVT-2X91TW50H2",
  "target_event_slug": "kxu3-26oct",
  "event_question": "October 2026 unemployment rate (U-3)",
  "bullets": [
    "Kalshi ladder implies the October U-3 unemployment rate lands in the 4.1%-4.2% range: 94% above 4.0%, 68% above 4.1%, only 26% above 4.2%.",
    "The forecast for an edging-lower unemployment rate is broadly consistent with the Kalshi distribution, which puts the most weight between 4.1% and 4.2%.",
    "The tail above 4.3% is priced at just 4%, suggesting the market sees minimal risk of a meaningful labor-market deterioration in October.",
    "Resolves via the Bureau of Labor Statistics Employment Situation release; revisions to September data could shift the reference-month baseline."
  ],
  "atomic_claims": [
    {
      "type": "news_event",
      "field_provenance": {
        "story": {
          "tier": "mediated",
          "method": "exa_search",
          "source": "53.com",
          "source_url": "https://www.53.com/content/fifth-third/en/financial-insights/business/fifth-third-economic-weekly-with-bill-adams/economic-weekly-nov-03-2026.html",
          "retrieved_at": "2026-11-05T07:48:08+00:00"
        }
      },
      "significance": {
        "threshold": 5,
        "threshold_unit": "rank",
        "passed": true,
        "reason": "surfaced in the daily Exa news-cycle scan; mechanically matched to an active kalshi market"
      },
      "story": "Forecasters expect the October unemployment rate to edge lower, with modest payrolls and stagnant labor supply.",
      "publisher": "53.com",
      "published_at": "2026-11-03T00:00:00.000Z",
      "source_url": "https://www.53.com/content/fifth-third/en/financial-insights/business/fifth-third-economic-weekly-with-bill-adams/economic-weekly-nov-03-2026.html"
    },
    {
      "type": "pm_response",
      "field_provenance": {
        "notes": {
          "tier": "editorial",
          "method": "llm_judge_cm_signal_v1"
        }
      },
      "notes": "Kalshi ladder distribution clusters heavily at 4.1%-4.2%, aligning with analyst consensus for a small improvement in the unemployment rate."
    }
  ],
  "evaluation": {
    "judge_engine": "none — deterministic news-cycle scan",
    "judge_verdict": "auto_published",
    "judge_confidence": null,
    "prompt_template": "news_cycle_v1"
  },
  "citations": {
    "internal": {
      "cm_event": "/events/kxu3-26oct/",
      "related": []
    },
    "external": {
      "venue_a": "https://kalshi.com/markets/KXU3-26OCT-T4.2",
      "venue_b": null,
      "benchmark": null
    }
  },
  "sources": [
    {
      "label": "53.com: Unemployment Rate Likely to Edge Lower in October Jobs Report",
      "url": "https://www.53.com/content/fifth-third/en/financial-insights/business/fifth-third-economic-weekly-with-bill-adams/economic-weekly-nov-03-2026.html",
      "published_at": "2026-11-03T00:00:00.000Z",
      "retrieved_at": "2026-11-05T07:48:08+00:00"
    }
  ],
  "field_provenance": {
    "pm_data": "kalshi_api",
    "news_context": "exa_search",
    "editorial_judgment": "cm_signal_llm_judge"
  }
}
 
   PROVENANCE PROTOCOL v0.2 · [direct] venue api · [mediated] grounded web fetch + source url · [derived] computed from listed inputs · [editorial] versioned llm judgment · full spec /schema/provenance/v1

record CMSIG2026110302 published 2026-11-03T00:00:00.000Z signature sha256-d1295690081… ← underlying event all signals →