Triple

T11263466
Position Surface form Disambiguated ID Type / Status
Subject Stanton, California E266621 entity
Predicate hasParksAndRecreationDepartment P12330 FINISHED
Object Stanton Community Services Department
Stanton Community Services Department is the municipal agency in Stanton, California responsible for providing community programs, recreational activities, and related public services to residents.
 E266621 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: Stanton Community Services Department | Statement: [Stanton, California, hasParksAndRecreationDepartment, Stanton Community Services Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stanton Community Services Department
Context triple: [Stanton, California, hasParksAndRecreationDepartment, Stanton Community Services Department]
  • A. Office of Community Services
    The Office of Community Services is a U.S. federal agency division that administers programs and grants aimed at reducing poverty, supporting low-income communities, and promoting economic self-sufficiency.
  • B. Stanton
    Stanton is a surname most famously associated with Elizabeth Cady Stanton, a leading 19th-century American suffragist and women's rights activist.
  • C. Stanton
    Stanton is a small suburban city in northern Orange County, California, situated within the greater Los Angeles metropolitan area.
  • D. Stanton
    Stanton is a village and civil parish located in the English county of Suffolk.
  • E. Stanton ward
    Stanton ward is an electoral division within the Derbyshire Dales district in Derbyshire, England, represented on the local district council.
  • 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: Stanton Community Services Department
Triple: [Stanton, California, hasParksAndRecreationDepartment, Stanton Community Services Department]
Generated description
Stanton Community Services Department is the municipal agency in Stanton, California responsible for providing community programs, recreational activities, and related public services to residents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stanton Community Services Department
Target entity description: Stanton Community Services Department is the municipal agency in Stanton, California responsible for providing community programs, recreational activities, and related public services to residents.
  • A. Office of Community Services
    The Office of Community Services is a U.S. federal agency division that administers programs and grants aimed at reducing poverty, supporting low-income communities, and promoting economic self-sufficiency.
  • B. Stanton
    Stanton is a surname most famously associated with Elizabeth Cady Stanton, a leading 19th-century American suffragist and women's rights activist.
  • C. Stanton chosen
    Stanton is a small suburban city in northern Orange County, California, situated within the greater Los Angeles metropolitan area.
  • D. Stanton
    Stanton is a village and civil parish located in the English county of Suffolk.
  • E. Stanton ward
    Stanton ward is an electoral division within the Derbyshire Dales district in Derbyshire, England, represented on the local district council.
  • F. None of above.

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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e94d56048190bf808e1bc2188714 completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ccba233481909f00ebe2237c4f0c completed April 19, 2026, 12:38 p.m.
NEDg Description generation batch_69e4d9ed6a048190ae7476d44cee6a6e completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4ddb1b4c8819087699bc73610c7f8 completed April 19, 2026, 1:50 p.m.
Created at: April 8, 2026, 9:31 p.m.