Triple

T15998081
Position Surface form Disambiguated ID Type / Status
Subject Brownsville, Kentucky E388023 entity
Predicate namedFor P63 FINISHED
Object Brownsville
Brownsville is a small city in south-central Kentucky that serves as the county seat of Edmonson County and a gateway to nearby Mammoth Cave National Park.
E1188387 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: Brownsville | Statement: [Brownsville, Kentucky, namedFor, Brownsville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brownsville
Context triple: [Brownsville, Kentucky, namedFor, Brownsville]
  • A. Brownsville
    Brownsville is a residential neighborhood in eastern Brooklyn, New York City, historically known for its dense public housing and significant role in the borough’s working-class and African American communities.
  • B. Brownsville
    Brownsville is a rural unincorporated community located in Yuba County in Northern California.
  • C. Brownsville
    Brownsville is a city at the southern tip of Texas near the U.S.–Mexico border, known for its proximity to the Gulf of Mexico and its role as a major border and trade hub.
  • D. Brownsville
    Brownsville is a small historic city in Linn County, Oregon, known for its preserved 19th-century downtown and its role as a filming location for the movie "Stand by Me."
  • E. Fort Abbas
    Fort Abbas is a historic city in Pakistan’s Bahawalnagar District, known for its proximity to the Cholistan Desert and its agricultural and trade significance in southern Punjab.
  • 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: Brownsville
Triple: [Brownsville, Kentucky, namedFor, Brownsville]
Generated description
Brownsville is a small city in south-central Kentucky that serves as the county seat of Edmonson County and a gateway to nearby Mammoth Cave National Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brownsville
Target entity description: Brownsville is a small city in south-central Kentucky that serves as the county seat of Edmonson County and a gateway to nearby Mammoth Cave National Park.
  • A. Brownsville
    Brownsville is a residential neighborhood in eastern Brooklyn, New York City, historically known for its dense public housing and significant role in the borough’s working-class and African American communities.
  • B. Brownsville
    Brownsville is a city at the southern tip of Texas near the U.S.–Mexico border, known for its proximity to the Gulf of Mexico and its role as a major border and trade hub.
  • C. Brownsville
    Brownsville is a small historic city in Linn County, Oregon, known for its preserved 19th-century downtown and its role as a filming location for the movie "Stand by Me."
  • D. Brownsville
    Brownsville is a rural unincorporated community located in Yuba County in Northern California.
  • E. Fort Abbas
    Fort Abbas is a historic city in Pakistan’s Bahawalnagar District, known for its proximity to the Cholistan Desert and its agricultural and trade significance in southern Punjab.
  • 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_69d86daa562c81908aacc179c0fe8fb5 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e157893ebc8190acb75ee05e450fae completed April 16, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffc3d79dec8190b02e003f93e5dad6 completed May 9, 2026, 11:31 p.m.
NEDg Description generation batch_69ffc50688ac8190b0911ce889254af3 completed May 9, 2026, 11:36 p.m.
NED2 Entity disambiguation (via description) batch_69ffc5902904819097a2c5efbde55882 completed May 9, 2026, 11:38 p.m.
Created at: April 10, 2026, 4:55 a.m.