Triple

T1478975
Position Surface form Disambiguated ID Type / Status
Subject Trinity River E30906 entity
Predicate flowsThrough P225 FINISHED
Object Walker County, Texas
Walker County, Texas is a largely rural county in East Texas known for its pine forests, presence of Sam Houston State University in Huntsville, and several state prison facilities.
 E255706 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: Walker County, Texas | Statement: [Trinity River, flowsThrough, Walker County, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walker County, Texas
Context triple: [Trinity River, flowsThrough, Walker County, Texas]
  • A. Ellis County, Texas
    Ellis County, Texas is a county in north-central Texas that forms part of the Dallas–Fort Worth metropolitan area and includes the city of Waxahachie as its county seat.
  • B. Wood County, Texas
    Wood County, Texas is a rural county in northeastern Texas known for its small towns, lakes, and inclusion in the greater East Texas region.
  • C. Anderson County, Texas
    Anderson County, Texas is a largely rural county in East Texas whose seat is the city of Palestine and whose economy historically centers on agriculture, timber, and corrections facilities.
  • D. Coryell County, Texas
    Coryell County, Texas is a central Texas county known for encompassing the large U.S. Army installation Fort Cavazos (formerly Fort Hood) and the city of Gatesville as its county seat.
  • E. Henderson County, Texas
    Henderson County, Texas is a largely rural county in East Texas known for its small towns, lakes, and inclusion in the broader Dallas–Fort Worth metropolitan 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: Walker County, Texas
Triple: [Trinity River, flowsThrough, Walker County, Texas]
Generated description
Walker County, Texas is a largely rural county in East Texas known for its pine forests, presence of Sam Houston State University in Huntsville, and several state prison facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walker County, Texas
Target entity description: Walker County, Texas is a largely rural county in East Texas known for its pine forests, presence of Sam Houston State University in Huntsville, and several state prison facilities.
  • A. Ellis County, Texas
    Ellis County, Texas is a county in north-central Texas that forms part of the Dallas–Fort Worth metropolitan area and includes the city of Waxahachie as its county seat.
  • B. Wood County, Texas
    Wood County, Texas is a rural county in northeastern Texas known for its small towns, lakes, and inclusion in the greater East Texas region.
  • C. Anderson County, Texas
    Anderson County, Texas is a largely rural county in East Texas whose seat is the city of Palestine and whose economy historically centers on agriculture, timber, and corrections facilities.
  • D. Coryell County, Texas
    Coryell County, Texas is a central Texas county known for encompassing the large U.S. Army installation Fort Cavazos (formerly Fort Hood) and the city of Gatesville as its county seat.
  • E. Henderson County, Texas
    Henderson County, Texas is a largely rural county in East Texas known for its small towns, lakes, and inclusion in the broader Dallas–Fort Worth metropolitan 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_69a498fe55a88190ab7f9e40ace88e49 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c6739d2481909ea8d8e075f62cf3 completed March 1, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69ae891d41d88190aec6987c64c99757 completed March 9, 2026, 8:47 a.m.
NEDg Description generation batch_69ae8b0b27cc819099a5df60d678d3e2 completed March 9, 2026, 8:55 a.m.
NED2 Entity disambiguation (via description) batch_69ae8b79633881908acf94f8db389c0f completed March 9, 2026, 8:57 a.m.
Created at: March 1, 2026, 8:11 p.m.