Triple

T2512922
Position Surface form Disambiguated ID Type / Status
Subject Chukchansi Park E52741 entity
Predicate locatedIn P40 FINISHED
Object downtown Fresno
Downtown Fresno is the central business and entertainment district of Fresno, California, featuring government buildings, cultural venues, and attractions such as Chukchansi Park.
E272755 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: downtown Fresno | Statement: [Chukchansi Park, locatedIn, downtown Fresno]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: downtown Fresno
Context triple: [Chukchansi Park, locatedIn, downtown Fresno]
  • A. Fresno Flats
    Fresno Flats is the former name of Oakhurst, a small community in California’s Sierra Nevada foothills near Yosemite National Park.
  • B. downtown Sacramento
    Downtown Sacramento is the central business and entertainment district of California’s capital city, known for its government buildings, historic Old Sacramento waterfront, and vibrant dining and cultural scene.
  • C. Downtown San Jose
    Downtown San Jose is the central urban core of San Jose, California, known for its tech offices, cultural venues, restaurants, and proximity to major transit hubs.
  • D. Downtown Center
    Downtown Center is a Pensacola State College campus located in downtown Pensacola that offers higher education courses and workforce training programs.
  • E. Downtown South San Francisco
    Downtown South San Francisco is the city’s central commercial and civic district, featuring shops, restaurants, offices, and public services that serve as a hub for local community life.
  • 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: downtown Fresno
Triple: [Chukchansi Park, locatedIn, downtown Fresno]
Generated description
Downtown Fresno is the central business and entertainment district of Fresno, California, featuring government buildings, cultural venues, and attractions such as Chukchansi Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: downtown Fresno
Target entity description: Downtown Fresno is the central business and entertainment district of Fresno, California, featuring government buildings, cultural venues, and attractions such as Chukchansi Park.
  • A. Fresno Flats
    Fresno Flats is the former name of Oakhurst, a small community in California’s Sierra Nevada foothills near Yosemite National Park.
  • B. downtown Sacramento
    Downtown Sacramento is the central business and entertainment district of California’s capital city, known for its government buildings, historic Old Sacramento waterfront, and vibrant dining and cultural scene.
  • C. Downtown San Jose
    Downtown San Jose is the central urban core of San Jose, California, known for its tech offices, cultural venues, restaurants, and proximity to major transit hubs.
  • D. Downtown Center
    Downtown Center is a Pensacola State College campus located in downtown Pensacola that offers higher education courses and workforce training programs.
  • E. Downtown South San Francisco
    Downtown South San Francisco is the city’s central commercial and civic district, featuring shops, restaurants, offices, and public services that serve as a hub for local community life.
  • 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_69ab4958e76481908a235377dd921c9e completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd20b6d008190acec0eb172e218c9 completed March 7, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1faed61481909f13b8a014b39ed3 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af20e421308190b62a954659537163 completed March 9, 2026, 7:35 p.m.
NED2 Entity disambiguation (via description) batch_69af215e2eec8190a18e41824acf196b completed March 9, 2026, 7:37 p.m.
Created at: March 6, 2026, 9:46 p.m.