Triple

T9733397
Position Surface form Disambiguated ID Type / Status
Subject TX-4 E235998 entity
Predicate containsCounty P5971 FINISHED
Object Cass County, Texas
Cass County, Texas is a rural county in the northeastern part of the state known for its pine forests, small towns, and location along the Texas–Arkansas border.
E940107 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Cass County, Texas | Statement: [TX-4, containsCounty, Cass County, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cass County, Texas
Context triple: [TX-4, containsCounty, Cass County, Texas]
  • A. Madison County, Texas
    Madison County, Texas is a rural county in east-central Texas known for its agricultural economy and location along the Interstate 45 corridor between Houston and Dallas.
  • B. Throckmorton County, Texas
    Throckmorton County, Texas is a sparsely populated rural county in north-central Texas known for its ranching, agriculture, and small-town communities.
  • C. Freestone County, Texas
    Freestone County, Texas is a rural county in east-central Texas known for its agricultural economy, small communities, and location between the Dallas–Fort Worth and Houston metropolitan areas.
  • D. Mitchell County, Texas
    Mitchell County, Texas is a rural county in West Texas known for its ranching, oil and gas production, and its county seat, Colorado City.
  • E. Randall County, Texas
    Randall County, Texas is a county in the Texas Panhandle that includes part of the city of Amarillo and has Canyon as its county seat.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Cass County, Texas
Triple: [TX-4, containsCounty, Cass County, Texas]
Generated description
Cass County, Texas is a rural county in the northeastern part of the state known for its pine forests, small towns, and location along the Texas–Arkansas border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cass County, Texas
Target entity description: Cass County, Texas is a rural county in the northeastern part of the state known for its pine forests, small towns, and location along the Texas–Arkansas border.
  • A. Madison County, Texas
    Madison County, Texas is a rural county in east-central Texas known for its agricultural economy and location along the Interstate 45 corridor between Houston and Dallas.
  • B. Throckmorton County, Texas
    Throckmorton County, Texas is a sparsely populated rural county in north-central Texas known for its ranching, agriculture, and small-town communities.
  • C. Freestone County, Texas
    Freestone County, Texas is a rural county in east-central Texas known for its agricultural economy, small communities, and location between the Dallas–Fort Worth and Houston metropolitan areas.
  • D. Mitchell County, Texas
    Mitchell County, Texas is a rural county in West Texas known for its ranching, oil and gas production, and its county seat, Colorado City.
  • E. Randall County, Texas
    Randall County, Texas is a county in the Texas Panhandle that includes part of the city of Amarillo and has Canyon as its county seat.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca84d313e88190983ee6ffd0ef60d2 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9eb54fe481908b0202f104b75dc1 completed April 1, 2026, 10:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ef1243b14081909d07ab0ebb32cc68 completed April 27, 2026, 7:37 a.m.
NEDg Description generation batch_69ef354b3b3c8190b1c91dbf9c705a7d completed April 27, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69ef5170ce9881908f2ecf3d5ada809a completed April 27, 2026, 12:07 p.m.
Created at: March 30, 2026, 8:22 p.m.