Triple

T16535696
Position Surface form Disambiguated ID Type / Status
Subject Fisher County E401683 entity
Predicate hasUnincorporatedCommunity P6345 FINISHED
Object Hamlin (part), Texas
Hamlin (part), Texas is the portion of the small rural community of Hamlin that lies within Fisher County in West Texas.
E1217860 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 (part), Texas | Statement: [Fisher County, hasUnincorporatedCommunity, Hamlin (part), Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hamlin (part), Texas
Context triple: [Fisher County, hasUnincorporatedCommunity, Hamlin (part), Texas]
  • A. Hemphill, Texas
    Hemphill, Texas is a small East Texas city that serves as the administrative and commercial hub of Sabine County.
  • B. Hudson, Texas
    Hudson, Texas is a small city in East Texas that functions as a suburban community near Lufkin in Angelina County.
  • C. Harleton, Texas
    Harleton, Texas is a small unincorporated rural community in northeastern Texas, known for its close-knit population and location within Harrison County.
  • D. Uhland, Texas
    Uhland, Texas is a small rural city in Central Texas located between Austin and San Marcos.
  • E. 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.
  • 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 (part), Texas
Triple: [Fisher County, hasUnincorporatedCommunity, Hamlin (part), Texas]
Generated description
Hamlin (part), Texas is the portion of the small rural community of Hamlin that lies within Fisher County in West Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hamlin (part), Texas
Target entity description: Hamlin (part), Texas is the portion of the small rural community of Hamlin that lies within Fisher County in West Texas.
  • A. Hemphill, Texas
    Hemphill, Texas is a small East Texas city that serves as the administrative and commercial hub of Sabine County.
  • B. Hudson, Texas
    Hudson, Texas is a small city in East Texas that functions as a suburban community near Lufkin in Angelina County.
  • C. Harleton, Texas
    Harleton, Texas is a small unincorporated rural community in northeastern Texas, known for its close-knit population and location within Harrison County.
  • D. Uhland, Texas
    Uhland, Texas is a small rural city in Central Texas located between Austin and San Marcos.
  • E. 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.
  • 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_69d88384bc30819084229e7dcdc39a41 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e345574d88819094548367bf983078 completed April 18, 2026, 8:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006094dee481908757b84c10d0dc19 completed May 10, 2026, 10:40 a.m.
NEDg Description generation batch_6a0060eca9fc81908f376cd2f7219bcd completed May 10, 2026, 10:41 a.m.
NED2 Entity disambiguation (via description) batch_6a00622f44ec8190a7d66c7882ae28b2 completed May 10, 2026, 10:47 a.m.
Created at: April 10, 2026, 5:15 a.m.