Triple

T18737341
Position Surface form Disambiguated ID Type / Status
Subject Lamar County, Texas E458199 entity
Predicate hasTown P847 FINISHED
Object Roxton, Texas
Roxton, Texas is a small rural city located in northeastern Texas within Lamar County.
 E1571703 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: Roxton, Texas | Statement: [Lamar County, Texas, hasTown, Roxton, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Roxton, Texas
Context triple: [Lamar County, Texas, hasTown, Roxton, Texas]
  • A. Rockett, Texas
    Rockett, Texas is a small unincorporated rural community located in Ellis County in the north-central region of the state.
  • B. Murchison, Texas
    Murchison, Texas is a small rural city located in eastern Texas within Henderson County.
  • C. Teague, Texas
    Teague, Texas is a small city in East-Central Texas known historically as a railroad town and local trade center.
  • D. Tye, Texas
    Tye, Texas is a small city in West Texas located near Abilene, known primarily as a rural community along major transportation routes.
  • E. Throckmorton, Texas
    Throckmorton, Texas is a small rural town in north-central Texas that serves as the county seat of Throckmorton County.
  • 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: Roxton, Texas
Triple: [Lamar County, Texas, hasTown, Roxton, Texas]
Generated description
Roxton, Texas is a small rural city located in northeastern Texas within Lamar County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Roxton, Texas
Target entity description: Roxton, Texas is a small rural city located in northeastern Texas within Lamar County.
  • A. Rockett, Texas
    Rockett, Texas is a small unincorporated rural community located in Ellis County in the north-central region of the state.
  • B. Murchison, Texas
    Murchison, Texas is a small rural city located in eastern Texas within Henderson County.
  • C. Teague, Texas
    Teague, Texas is a small city in East-Central Texas known historically as a railroad town and local trade center.
  • D. Tye, Texas
    Tye, Texas is a small city in West Texas located near Abilene, known primarily as a rural community along major transportation routes.
  • E. Throckmorton, Texas
    Throckmorton, Texas is a small rural town in north-central Texas that serves as the county seat of Throckmorton County.
  • 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_69d8d394dc308190b6725073f5db324c completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5768b80ac8190bc05628d64f86fc9 completed April 20, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c23c937f88190bf9b00fb5b2907f5 completed May 19, 2026, 8:48 a.m.
NEDg Description generation batch_6a0c271d8fc48190a818c73660218022 completed May 19, 2026, 9:02 a.m.
NED2 Entity disambiguation (via description) batch_6a0c2951a718819088c1c7d8435586ec completed May 19, 2026, 9:11 a.m.
Created at: April 10, 2026, 11:51 a.m.