Triple

T15078790
Position Surface form Disambiguated ID Type / Status
Subject Stephenville, Texas E380078 entity
Predicate near P350 FINISHED
Object Hico, Texas
Hico, Texas is a small rural city in central Texas known for its historic downtown, ranching community, and local legends such as its claimed connection to outlaw Billy the Kid.
 E1310448 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: Hico, Texas | Statement: [Stephenville, Texas, near, Hico, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hico, Texas
Context triple: [Stephenville, Texas, near, Hico, Texas]
  • A. Hutto, Texas
    Hutto, Texas is a rapidly growing small city in Central Texas known for its family-friendly community and distinctive hippo-themed local culture.
  • B. Chico, Texas
    Chico, Texas is a small rural town in north-central Texas known for its tight-knit community and location within Wise County.
  • C. Hemphill, Texas
    Hemphill, Texas is a small East Texas city that serves as the administrative and commercial hub of Sabine County.
  • D. Tehuacana, Texas
    Tehuacana, Texas is a small rural town in Limestone County known for its historic roots and quiet, close-knit community.
  • E. Tahoka, Texas
    Tahoka, Texas is a small rural city in Lynn County that serves as a local agricultural and community hub on the South Plains of West 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: Hico, Texas
Triple: [Stephenville, Texas, near, Hico, Texas]
Generated description
Hico, Texas is a small rural city in central Texas known for its historic downtown, ranching community, and local legends such as its claimed connection to outlaw Billy the Kid.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hico, Texas
Target entity description: Hico, Texas is a small rural city in central Texas known for its historic downtown, ranching community, and local legends such as its claimed connection to outlaw Billy the Kid.
  • A. Hutto, Texas
    Hutto, Texas is a rapidly growing small city in Central Texas known for its family-friendly community and distinctive hippo-themed local culture.
  • B. Chico, Texas
    Chico, Texas is a small rural town in north-central Texas known for its tight-knit community and location within Wise County.
  • C. Hemphill, Texas
    Hemphill, Texas is a small East Texas city that serves as the administrative and commercial hub of Sabine County.
  • D. Tehuacana, Texas
    Tehuacana, Texas is a small rural town in Limestone County known for its historic roots and quiet, close-knit community.
  • E. Tahoka, Texas
    Tahoka, Texas is a small rural city in Lynn County that serves as a local agricultural and community hub on the South Plains of West 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_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dff7fe5a208190823900b25e298dab completed April 15, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0397e71ec481909dabe3c945affb37 completed May 12, 2026, 9:13 p.m.
NEDg Description generation batch_6a0399364d988190a457415c9c64a68d completed May 12, 2026, 9:18 p.m.
NED2 Entity disambiguation (via description) batch_6a0399e221308190988e728b9efb0141 completed May 12, 2026, 9:21 p.m.
Created at: April 10, 2026, 3:03 a.m.