Triple

T10834263
Position Surface form Disambiguated ID Type / Status
Subject Walker County, Texas E255706 entity
Predicate containsCommunity P8617 FINISHED
Object Stephens Creek, Texas
Stephens Creek, Texas is an unincorporated community located in Walker County in eastern Texas.
 E888717 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: Stephens Creek, Texas | Statement: [Walker County, Texas, containsCommunity, Stephens Creek, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stephens Creek, Texas
Context triple: [Walker County, Texas, containsCommunity, Stephens Creek, Texas]
  • A. Brushy Creek, Texas
    Brushy Creek, Texas is a small unincorporated rural community located in Anderson County in East Texas.
  • B. Jones Creek, Texas
    Jones Creek, Texas is a small village in Brazoria County that forms part of the Greater Houston metropolitan region.
  • C. 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.
  • D. Shenandoah, Texas
    Shenandoah, Texas is a small suburban city in Montgomery County, north of Houston, known for its retail centers, medical facilities, and proximity to The Woodlands.
  • E. Myrtle Springs, Texas
    Myrtle Springs, Texas is a small unincorporated rural community located in Van Zandt County in East Texas.
  • 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: Stephens Creek, Texas
Triple: [Walker County, Texas, containsCommunity, Stephens Creek, Texas]
Generated description
Stephens Creek, Texas is an unincorporated community located in Walker County in eastern Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stephens Creek, Texas
Target entity description: Stephens Creek, Texas is an unincorporated community located in Walker County in eastern Texas.
  • A. Brushy Creek, Texas
    Brushy Creek, Texas is a small unincorporated rural community located in Anderson County in East Texas.
  • B. Jones Creek, Texas
    Jones Creek, Texas is a small village in Brazoria County that forms part of the Greater Houston metropolitan region.
  • C. 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.
  • D. Shenandoah, Texas
    Shenandoah, Texas is a small suburban city in Montgomery County, north of Houston, known for its retail centers, medical facilities, and proximity to The Woodlands.
  • E. Myrtle Springs, Texas
    Myrtle Springs, Texas is a small unincorporated rural community located in Van Zandt County in East Texas.
  • 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_69deb11a264c8190829ff89f0b13d063 completed April 14, 2026, 9:26 p.m.
NEDg Description generation batch_69deb4deef988190bfcf9a9529738899 completed April 14, 2026, 9:42 p.m.
NED2 Entity disambiguation (via description) batch_69deb54876ac81909222a7c25bccefe5 completed April 14, 2026, 9:44 p.m.
Created at: April 8, 2026, 9:19 p.m.