Triple

T2634794
Position Surface form Disambiguated ID Type / Status
Subject North Orange County E59718 entity
Predicate adjacentTo P224 FINISHED
Object Central Orange County
Central Orange County is a populous, largely suburban region in the middle of Orange County, California, encompassing cities such as Santa Ana, Orange, and Garden Grove and serving as a commercial and cultural hub for the area.
E283379 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: Central Orange County | Statement: [North Orange County, adjacentTo, Central Orange County]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Orange County
Context triple: [North Orange County, adjacentTo, Central Orange County]
  • A. North Orange County
    North Orange County is a suburban area in northern Orange County, California, known for its affluent communities, strong school districts, and proximity to both Los Angeles and coastal cities.
  • B. South Orange, New Jersey
    South Orange, New Jersey is a suburban township in Essex County known for its historic architecture, tree-lined streets, and as the home of Seton Hall University.
  • C. Orange County
    Orange County is a central Florida county best known for encompassing the city of Orlando and major attractions like Walt Disney World and Universal Orlando Resort.
  • D. Orange County
    Orange County is a county in North Carolina that includes the university town of Chapel Hill and forms part of the state’s Research Triangle region.
  • E. Orange County
    Orange County is a county in southeastern New York State, known for its mix of suburban communities, historic sites, and rural landscapes within the Hudson Valley region.
  • 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: Central Orange County
Triple: [North Orange County, adjacentTo, Central Orange County]
Generated description
Central Orange County is a populous, largely suburban region in the middle of Orange County, California, encompassing cities such as Santa Ana, Orange, and Garden Grove and serving as a commercial and cultural hub for the area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Orange County
Target entity description: Central Orange County is a populous, largely suburban region in the middle of Orange County, California, encompassing cities such as Santa Ana, Orange, and Garden Grove and serving as a commercial and cultural hub for the area.
  • A. North Orange County
    North Orange County is a suburban area in northern Orange County, California, known for its affluent communities, strong school districts, and proximity to both Los Angeles and coastal cities.
  • B. South Orange, New Jersey
    South Orange, New Jersey is a suburban township in Essex County known for its historic architecture, tree-lined streets, and as the home of Seton Hall University.
  • C. Orange County
    Orange County is a central Florida county best known for encompassing the city of Orlando and major attractions like Walt Disney World and Universal Orlando Resort.
  • D. Orange County
    Orange County is a county in North Carolina that includes the university town of Chapel Hill and forms part of the state’s Research Triangle region.
  • E. Orange County
    Orange County is a county in southeastern New York State, known for its mix of suburban communities, historic sites, and rural landscapes within the Hudson Valley region.
  • 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_69ab4ac8596c8190b34997e73d9e991c completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd8e085b0819089db4103c0d8cd9b completed March 7, 2026, 7:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69af90ac94d48190b3138abac9934ec8 completed March 10, 2026, 3:31 a.m.
NEDg Description generation batch_69af91625bd481908d3666af3cd3733f completed March 10, 2026, 3:34 a.m.
NED2 Entity disambiguation (via description) batch_69af91f9e1208190aa149c9afc84911c completed March 10, 2026, 3:37 a.m.
Created at: March 6, 2026, 9:50 p.m.