Triple

T8995059
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 281 E214882 entity
Predicate connectsCity P4245 FINISHED
Object Hamilton, Texas
Hamilton, Texas is a small rural city in central Texas that serves as the county seat of Hamilton County and a local hub for agriculture and ranching.
 E770961 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Hamilton, Texas | Statement: [U.S. Route 281, connectsCity, Hamilton, Texas]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hamilton, Texas
Context triple: [U.S. Route 281, connectsCity, Hamilton, Texas]
  • A. Columbus, Texas
    Columbus, Texas is a small historic city in southeastern Texas that serves as the county seat of Colorado County and lies west of the greater Houston metropolitan region.
  • B. Alexander, Texas
    Alexander, Texas is a small unincorporated rural community located in Erath County in north-central Texas.
  • C. Trenton, Texas
    Trenton, Texas is a small rural city in North Texas known for its agricultural community and location within Fannin County.
  • D. Hood, Texas
    Hood, Texas is a small unincorporated rural community located in Cooke County in north-central Texas.
  • E. Conroe
    Conroe is a city in southeastern Texas, United States, located north of Houston and known for its rapid growth and proximity to Lake Conroe.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hamilton, Texas
Target entity description: Hamilton, Texas is a small rural city in central Texas that serves as the county seat of Hamilton County and a local hub for agriculture and ranching.
  • A. Columbus, Texas
    Columbus, Texas is a small historic city in southeastern Texas that serves as the county seat of Colorado County and lies west of the greater Houston metropolitan region.
  • B. Alexander, Texas
    Alexander, Texas is a small unincorporated rural community located in Erath County in north-central Texas.
  • C. Trenton, Texas
    Trenton, Texas is a small rural city in North Texas known for its agricultural community and location within Fannin County.
  • D. Hood, Texas
    Hood, Texas is a small unincorporated rural community located in Cooke County in north-central Texas.
  • E. Conroe
    Conroe is a city in southeastern Texas, United States, located north of Houston and known for its rapid growth and proximity to Lake Conroe.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Hamilton, Texas
Triple: [U.S. Route 281, connectsCity, Hamilton, Texas]
Generated description
Hamilton, Texas is a small rural city in central Texas that serves as the county seat of Hamilton County and a local hub for agriculture and ranching.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69ca83a05c608190bdfdbdb25e994b39 elicitation completed
NER batch_69cc68ddff288190869731df2c178ff6 ner completed
NED1 batch_69cfd0d0e6a08190a2faf4157b8a9cd4 ned_source_triple completed
NED2 batch_69cfd242590881909ca351c1040c76ef ned_description completed
NEDg batch_69cfd193fdbc8190b49192327f698943 nedg completed
Created at: March 30, 2026, 7:04 p.m.