Triple

T16333261
Position Surface form Disambiguated ID Type / Status
Subject Benton, Kentucky E396607 entity
Predicate hasLocalGovernmentJurisdiction P6400 FINISHED
Object City of Benton
The City of Benton is a small municipal government jurisdiction centered in Benton, a city in Marshall County, Kentucky.
E1207152 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: City of Benton | Statement: [Benton, Kentucky, hasLocalGovernmentJurisdiction, City of Benton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Benton
Context triple: [Benton, Kentucky, hasLocalGovernmentJurisdiction, City of Benton]
  • A. Longbenton
    Longbenton is a suburban area in Tyne and Wear, England, situated near Newcastle upon Tyne and known largely as a residential community.
  • B. City of Ellis
    City of Ellis is a small municipal government in Kansas that oversees local services, facilities, and community amenities for the town of Ellis and its residents.
  • C. City of Sanger
    The City of Sanger is a municipal jurisdiction that serves as the governing and administrative center for the community in which the Sanger Fire Department operates.
  • D. Benton
    Benton is a surname most notably associated with American painter and muralist Thomas Hart Benton, a leading figure of the Regionalist art movement.
  • E. Benton
    Benton is a small unincorporated rural community located in Ringgold County, Iowa.
  • 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: City of Benton
Triple: [Benton, Kentucky, hasLocalGovernmentJurisdiction, City of Benton]
Generated description
The City of Benton is a small municipal government jurisdiction centered in Benton, a city in Marshall County, Kentucky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Benton
Target entity description: The City of Benton is a small municipal government jurisdiction centered in Benton, a city in Marshall County, Kentucky.
  • A. Longbenton
    Longbenton is a suburban area in Tyne and Wear, England, situated near Newcastle upon Tyne and known largely as a residential community.
  • B. City of Ellis
    City of Ellis is a small municipal government in Kansas that oversees local services, facilities, and community amenities for the town of Ellis and its residents.
  • C. City of Sanger
    The City of Sanger is a municipal jurisdiction that serves as the governing and administrative center for the community in which the Sanger Fire Department operates.
  • D. Benton
    Benton is a surname most notably associated with American painter and muralist Thomas Hart Benton, a leading figure of the Regionalist art movement.
  • E. Benton
    Benton is a small town located in Yates County in the Finger Lakes region of New York State.
  • 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_69d87f255b788190a400eba031dd85d8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2c4e1da1081909bec6e77e6109dce completed April 17, 2026, 11:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0026173dc081909e00f6647d1f68b3 completed May 10, 2026, 6:30 a.m.
NEDg Description generation batch_6a00286f9e4c8190b01e75d2bfe3083a completed May 10, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_6a0028e71de88190b48e33f2116e78dc completed May 10, 2026, 6:42 a.m.
Created at: April 10, 2026, 5:07 a.m.