Triple

T22795340
Position Surface form Disambiguated ID Type / Status
Subject Camp County, Texas E564225 entity
Predicate hasUnincorporatedCommunity P6345 FINISHED
Object Pioneer, Texas
Pioneer, Texas is a small unincorporated rural community located in Camp County in northeastern Texas.
E1569449 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: Pioneer, Texas | Statement: [Camp County, Texas, hasUnincorporatedCommunity, Pioneer, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pioneer, Texas
Context triple: [Camp County, Texas, hasUnincorporatedCommunity, Pioneer, Texas]
  • A. Primrose, Texas
    Primrose, Texas is a small unincorporated rural community located in Van Zandt County in East Texas.
  • B. Petty, Texas
    Petty, Texas is a small rural community located in Lamar County in northeastern Texas.
  • C. Briscoe, Texas
    Briscoe, Texas is a small unincorporated rural community located in Wheeler County in the Texas Panhandle.
  • D. Mount Pleasant, Texas
    Mount Pleasant, Texas is a small city in northeastern Texas that serves as a regional commercial and cultural hub within the Ark-La-Tex area.
  • E. Pettit, Texas
    Pettit, Texas is a small unincorporated rural community located in Hale County in the Texas High Plains region.
  • 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: Pioneer, Texas
Triple: [Camp County, Texas, hasUnincorporatedCommunity, Pioneer, Texas]
Generated description
Pioneer, Texas is a small unincorporated rural community located in Camp County in northeastern Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pioneer, Texas
Target entity description: Pioneer, Texas is a small unincorporated rural community located in Camp County in northeastern Texas.
  • A. Primrose, Texas
    Primrose, Texas is a small unincorporated rural community located in Van Zandt County in East Texas.
  • B. Petty, Texas
    Petty, Texas is a small rural community located in Lamar County in northeastern Texas.
  • C. Briscoe, Texas
    Briscoe, Texas is a small unincorporated rural community located in Wheeler County in the Texas Panhandle.
  • D. Mount Pleasant, Texas
    Mount Pleasant, Texas is a small city in northeastern Texas that serves as a regional commercial and cultural hub within the Ark-La-Tex area.
  • E. Pettit, Texas
    Pettit, Texas is a small unincorporated rural community located in Hale County in the Texas High Plains region.
  • 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_69e2458185f88190b0045227ee420411 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17cd8e0c4819086da0488bea56a34 completed April 29, 2026, 3:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c15937fd88190822244b7d7866cef completed May 19, 2026, 7:47 a.m.
NEDg Description generation batch_6a0c17e68aac8190889632ca941b5567 completed May 19, 2026, 7:57 a.m.
NED2 Entity disambiguation (via description) batch_6a0c18722a2c81908dab6d620bdc3afe completed May 19, 2026, 7:59 a.m.
Created at: April 17, 2026, 3:30 p.m.