Triple

T10834264
Position Surface form Disambiguated ID Type / Status
Subject Walker County, Texas E255706 entity
Predicate containsCommunity P8617 FINISHED
Object Pine Prairie, Texas
Pine Prairie, Texas is a small unincorporated rural community located in Walker County in East Texas.
E890911 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: Pine Prairie, Texas | Statement: [Walker County, Texas, containsCommunity, Pine Prairie, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pine Prairie, Texas
Context triple: [Walker County, Texas, containsCommunity, Pine Prairie, Texas]
  • A. Pine Springs, Texas
    Pine Springs, Texas is a small unincorporated community in far West Texas that serves as a primary gateway to Guadalupe Mountains National Park.
  • B. Tarkington Prairie, Texas
    Tarkington Prairie, Texas is a rural unincorporated community in Liberty County known for its agricultural landscape and small-town character in Southeast Texas.
  • C. Pritchett, Texas
    Pritchett, Texas is a small unincorporated community located in Upshur County in the northeastern part of the state.
  • D. Primrose, Texas
    Primrose, Texas is a small unincorporated rural community located in Van Zandt County in East Texas.
  • E. Pinehurst, Texas
    Pinehurst, Texas is a small census-designated community in southeastern Texas known for its suburban residential character within the Greater Houston 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: Pine Prairie, Texas
Triple: [Walker County, Texas, containsCommunity, Pine Prairie, Texas]
Generated description
Pine Prairie, Texas is a small unincorporated rural community located in Walker County in East Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pine Prairie, Texas
Target entity description: Pine Prairie, Texas is a small unincorporated rural community located in Walker County in East Texas.
  • A. Pine Springs, Texas
    Pine Springs, Texas is a small unincorporated community in far West Texas that serves as a primary gateway to Guadalupe Mountains National Park.
  • B. Tarkington Prairie, Texas
    Tarkington Prairie, Texas is a rural unincorporated community in Liberty County known for its agricultural landscape and small-town character in Southeast Texas.
  • C. Pritchett, Texas
    Pritchett, Texas is a small unincorporated community located in Upshur County in the northeastern part of the state.
  • D. Primrose, Texas
    Primrose, Texas is a small unincorporated rural community located in Van Zandt County in East Texas.
  • E. Pinehurst, Texas
    Pinehurst, Texas is a small census-designated community in southeastern Texas known for its suburban residential character within the Greater Houston 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_69d6aa81a5d08190aa86689061d1ddd2 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d74425447081908fb51c7edf54af67 completed April 9, 2026, 6:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69dff7c739708190b0d58fc2d6392c6c completed April 15, 2026, 8:40 p.m.
NEDg Description generation batch_69e0026e7900819087327db5f625169c completed April 15, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_69e0057a7704819096becb74dc261883 completed April 15, 2026, 9:39 p.m.
Created at: April 8, 2026, 9:19 p.m.