Triple

T1147692
Position Surface form Disambiguated ID Type / Status
Subject Grayson County, Texas E23602 entity
Predicate hasCity P316 FINISHED
Object Howe, Texas
Howe, Texas is a small town in North Texas located in Grayson County, known for its rural community character and proximity to the Sherman–Denison area.
 E213579 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: Howe, Texas | Statement: [Grayson County, Texas, hasCity, Howe, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Howe, Texas
Context triple: [Grayson County, Texas, hasCity, Howe, Texas]
  • A. Hurst, Texas
    Hurst, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and regional shopping centers.
  • B. Waxahachie, Texas
    Waxahachie, Texas is a historic North Texas city known for its Victorian architecture, annual Scarborough Renaissance Festival, and role as a regional cultural and economic center.
  • C. New Hope, Texas
    New Hope, Texas is a small incorporated town in North Texas known for its rural residential character within the Dallas–Fort Worth metropolitan area.
  • D. Wylie, Texas
    Wylie, Texas is a rapidly growing suburban city in the Dallas–Fort Worth metropolitan area known for its family-friendly neighborhoods and proximity to major urban centers.
  • E. Weston, Texas
    Weston, Texas is a small rural city in North Texas known for its historic character and location within the rapidly growing Dallas–Fort Worth metropolitan 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: Howe, Texas
Triple: [Grayson County, Texas, hasCity, Howe, Texas]
Generated description
Howe, Texas is a small town in North Texas located in Grayson County, known for its rural community character and proximity to the Sherman–Denison area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Howe, Texas
Target entity description: Howe, Texas is a small town in North Texas located in Grayson County, known for its rural community character and proximity to the Sherman–Denison area.
  • A. Hurst, Texas
    Hurst, Texas is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities and regional shopping centers.
  • B. Waxahachie, Texas
    Waxahachie, Texas is a historic North Texas city known for its Victorian architecture, annual Scarborough Renaissance Festival, and role as a regional cultural and economic center.
  • C. New Hope, Texas
    New Hope, Texas is a small incorporated town in North Texas known for its rural residential character within the Dallas–Fort Worth metropolitan area.
  • D. Wylie, Texas
    Wylie, Texas is a rapidly growing suburban city in the Dallas–Fort Worth metropolitan area known for its family-friendly neighborhoods and proximity to major urban centers.
  • E. Forest Hill, Texas
    Forest Hill, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area, located just southeast of downtown Fort Worth.
  • 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_69a493f0d32c8190ac74bad3c87f2641 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bc7041248190893e4c655dbd0604 completed March 1, 2026, 10:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69adeab57c8c81908b1dbdaf7ba4b29b completed March 8, 2026, 9:31 p.m.
NEDg Description generation batch_69adeccddc788190be7ddb822f1b5d67 completed March 8, 2026, 9:40 p.m.
NED2 Entity disambiguation (via description) batch_69aded53100081909239afdc676e45ab completed March 8, 2026, 9:42 p.m.
Created at: March 1, 2026, 7:44 p.m.