Triple

T19518251
Position Surface form Disambiguated ID Type / Status
Subject Hale County, Texas E488333 entity
Predicate hasUnincorporatedCommunity P6345 FINISHED
Object Cotton Center, Texas
Cotton Center, Texas is a small unincorporated rural community in the agricultural region of the Texas High Plains.
E1554710 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: Cotton Center, Texas | Statement: [Hale County, Texas, hasUnincorporatedCommunity, Cotton Center, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cotton Center, Texas
Context triple: [Hale County, Texas, hasUnincorporatedCommunity, Cotton Center, Texas]
  • A. Cottonwood, Texas
    Cottonwood, Texas is a small rural community located within Kaufman County in the state of Texas.
  • B. Cottondale, Texas
    Cottondale, Texas is a small rural community in Wise County known for its historic cemetery and agricultural surroundings.
  • C. Crandall, Texas
    Crandall, Texas is a small city in North Texas that serves as a residential community within the Dallas–Fort Worth metropolitan area.
  • D. Orangefield, Texas
    Orangefield, Texas is a small unincorporated community in Orange County known for its rural character and strong local school system.
  • E. Stinnett, Texas
    Stinnett, Texas is a small city in the Texas Panhandle that serves as an administrative and service hub for the surrounding rural area.
  • 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: Cotton Center, Texas
Triple: [Hale County, Texas, hasUnincorporatedCommunity, Cotton Center, Texas]
Generated description
Cotton Center, Texas is a small unincorporated rural community in the agricultural region of the Texas High Plains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cotton Center, Texas
Target entity description: Cotton Center, Texas is a small unincorporated rural community in the agricultural region of the Texas High Plains.
  • A. Cottonwood, Texas
    Cottonwood, Texas is a small rural community located within Kaufman County in the state of Texas.
  • B. Cottondale, Texas
    Cottondale, Texas is a small rural community in Wise County known for its historic cemetery and agricultural surroundings.
  • C. Crandall, Texas
    Crandall, Texas is a small city in North Texas that serves as a residential community within the Dallas–Fort Worth metropolitan area.
  • D. Orangefield, Texas
    Orangefield, Texas is a small unincorporated community in Orange County known for its rural character and strong local school system.
  • E. Stinnett, Texas
    Stinnett, Texas is a small city in the Texas Panhandle that serves as an administrative and service hub for the surrounding rural area.
  • 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_69d8e8da8bec819081f400199491ccc3 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6359da24c81909a0fd165a0fc0e33 completed April 20, 2026, 2:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0b9e768ed481909979120c4c46a74d completed May 18, 2026, 11:19 p.m.
NEDg Description generation batch_6a0b9efdb6b48190ba595ec86e24bae8 completed May 18, 2026, 11:21 p.m.
NED2 Entity disambiguation (via description) batch_6a0b9fe3dc88819088f23de56ac84062 completed May 18, 2026, 11:25 p.m.
Created at: April 10, 2026, 1:40 p.m.