Triple

T16153433
Position Surface form Disambiguated ID Type / Status
Subject Jones County, Texas E391971 entity
Predicate containsSettlement P847 FINISHED
Object Hamlin, Texas
Hamlin, Texas is a small rural city in West Texas known historically for its agriculture and railroad roots.
E1368491 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: Hamlin, Texas | Statement: [Jones County, Texas, containsSettlement, Hamlin, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hamlin, Texas
Context triple: [Jones County, Texas, containsSettlement, Hamlin, 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. Hemphill, Texas
    Hemphill, Texas is a small East Texas city that serves as the administrative and commercial hub of Sabine County.
  • C. Millican, Texas
    Millican, Texas is a small rural community in east-central Texas known for its historic role as an early railroad town.
  • D. Lockney, Texas
    Lockney, Texas is a small rural town in the Texas Panhandle known for its agricultural economy and close-knit community.
  • E. Whitehouse, Texas
    Whitehouse, Texas is a small city in East Texas that functions primarily as a residential community within the greater Tyler 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: Hamlin, Texas
Triple: [Jones County, Texas, containsSettlement, Hamlin, Texas]
Generated description
Hamlin, Texas is a small rural city in West Texas known historically for its agriculture and railroad roots.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hamlin, Texas
Target entity description: Hamlin, Texas is a small rural city in West Texas known historically for its agriculture and railroad roots.
  • 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. Hemphill, Texas
    Hemphill, Texas is a small East Texas city that serves as the administrative and commercial hub of Sabine County.
  • C. Millican, Texas
    Millican, Texas is a small rural community in east-central Texas known for its historic role as an early railroad town.
  • D. Lockney, Texas
    Lockney, Texas is a small rural town in the Texas Panhandle known for its agricultural economy and close-knit community.
  • E. Whitehouse, Texas
    Whitehouse, Texas is a small city in East Texas that functions primarily as a residential community within the greater Tyler metropolitan area.
  • 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_69d87f1c65e48190aa2b4c472e9bafc4 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21e57e95c8190ae4ed641be974ce5 completed April 17, 2026, 11:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a071433204c819086b3c7263352dc1b completed May 15, 2026, 12:40 p.m.
NEDg Description generation batch_6a0714c3099c81909b009fe952d0de81 completed May 15, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_6a07152aafb48190a767005628c6380a completed May 15, 2026, 12:44 p.m.
Created at: April 10, 2026, 5:01 a.m.