Triple

T2977407
Position Surface form Disambiguated ID Type / Status
Subject Warren County, Kentucky E80430 entity
Predicate isPartOfRegion P9956 FINISHED
Object Barren River Area Development District
Barren River Area Development District is a regional planning and development organization in south-central Kentucky that coordinates economic, community, and infrastructure initiatives across multiple counties including Warren County.
E316526 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: Barren River Area Development District | Statement: [Warren County, Kentucky, isPartOfRegion, Barren River Area Development District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barren River Area Development District
Context triple: [Warren County, Kentucky, isPartOfRegion, Barren River Area Development District]
  • A. Three Rivers District
    Three Rivers District is a local government district in Hertfordshire, England, named after the rivers Gade, Chess, and Colne and comprising a mix of suburban communities and green belt countryside.
  • B. Forked River Service Area
    Forked River Service Area is a highway rest stop in New Jersey that provides fuel, food, and traveler amenities along the Garden State Parkway.
  • C. Laurel District
    The Laurel District is a vibrant, historically diverse commercial and residential neighborhood in Oakland, California, known for its independent shops, restaurants, and community events.
  • D. Ardenweald
    Ardenweald is a mystical, night-forest realm in World of Warcraft’s Shadowlands expansion, serving as a cycle-of-rebirth afterlife for nature spirits and wild gods.
  • E. Brookside Reservation
    Brookside Reservation is a large urban park in Cleveland, Ohio, known for its wooded trails, open green spaces, and recreational facilities within the Cleveland Metroparks system.
  • 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: Barren River Area Development District
Triple: [Warren County, Kentucky, isPartOfRegion, Barren River Area Development District]
Generated description
Barren River Area Development District is a regional planning and development organization in south-central Kentucky that coordinates economic, community, and infrastructure initiatives across multiple counties including Warren County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barren River Area Development District
Target entity description: Barren River Area Development District is a regional planning and development organization in south-central Kentucky that coordinates economic, community, and infrastructure initiatives across multiple counties including Warren County.
  • A. Three Rivers District
    Three Rivers District is a local government district in Hertfordshire, England, named after the rivers Gade, Chess, and Colne and comprising a mix of suburban communities and green belt countryside.
  • B. Forked River Service Area
    Forked River Service Area is a highway rest stop in New Jersey that provides fuel, food, and traveler amenities along the Garden State Parkway.
  • C. Laurel District
    The Laurel District is a vibrant, historically diverse commercial and residential neighborhood in Oakland, California, known for its independent shops, restaurants, and community events.
  • D. Ardenweald
    Ardenweald is a mystical, night-forest realm in World of Warcraft’s Shadowlands expansion, serving as a cycle-of-rebirth afterlife for nature spirits and wild gods.
  • E. Brookside Reservation
    Brookside Reservation is a large urban park in Cleveland, Ohio, known for its wooded trails, open green spaces, and recreational facilities within the Cleveland Metroparks system.
  • 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_69ad8b15f6ac8190be5fd16a33edcb4f completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad998c589c8190b4530f3fb8975187 completed March 8, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b108ecef788190ad40dba81f1036c6 completed March 11, 2026, 6:17 a.m.
NEDg Description generation batch_69b1095e85e48190abda38be8ad45599 completed March 11, 2026, 6:19 a.m.
NED2 Entity disambiguation (via description) batch_69b10d2d99ac8190909dd37ccffa4820 completed March 11, 2026, 6:35 a.m.
Created at: March 8, 2026, 2:58 p.m.