Triple

T15657674
Position Surface form Disambiguated ID Type / Status
Subject Holly Springs, Georgia E376484 entity
Predicate governingBody P46 FINISHED
Object Holly Springs City Council
Holly Springs City Council is the municipal legislative body responsible for setting policies, passing ordinances, and overseeing local governance in Holly Springs, Georgia.
E1170282 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: Holly Springs City Council | Statement: [Holly Springs, Georgia, governingBody, Holly Springs City Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Holly Springs City Council
Context triple: [Holly Springs, Georgia, governingBody, Holly Springs City Council]
  • A. Holly Springs Town Hall
    Holly Springs Town Hall is the central municipal building where the local government of Holly Springs conducts its administrative and public services.
  • B. Holly Springs Cultural Center
    Holly Springs Cultural Center is a community hub in Holly Springs that hosts arts performances, cultural events, and educational programs for local residents.
  • C. Holly Springs Elementary School
    Holly Springs Elementary School is a public primary school serving young students in the Holly Springs community.
  • D. Holly Springs Law Enforcement Center
    Holly Springs Law Enforcement Center is the primary police and public safety headquarters serving the town of Holly Springs, North Carolina.
  • E. Holly Springs Community Library
    Holly Springs Community Library is a public library serving the residents of Holly Springs, North Carolina with lending materials, programs, and community services.
  • 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: Holly Springs City Council
Triple: [Holly Springs, Georgia, governingBody, Holly Springs City Council]
Generated description
Holly Springs City Council is the municipal legislative body responsible for setting policies, passing ordinances, and overseeing local governance in Holly Springs, Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Holly Springs City Council
Target entity description: Holly Springs City Council is the municipal legislative body responsible for setting policies, passing ordinances, and overseeing local governance in Holly Springs, Georgia.
  • A. Holly Springs Town Hall
    Holly Springs Town Hall is the central municipal building where the local government of Holly Springs conducts its administrative and public services.
  • B. Holly Springs Cultural Center
    Holly Springs Cultural Center is a community hub in Holly Springs that hosts arts performances, cultural events, and educational programs for local residents.
  • C. Holly Springs Elementary School
    Holly Springs Elementary School is a public primary school serving young students in the Holly Springs community.
  • D. Holly Springs Law Enforcement Center
    Holly Springs Law Enforcement Center is the primary police and public safety headquarters serving the town of Holly Springs, North Carolina.
  • E. Holly Springs Community Library
    Holly Springs Community Library is a public library serving the residents of Holly Springs, North Carolina with lending materials, programs, and community services.
  • 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_69d85cd1564c8190991adda63bfab4b0 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ef3cb8c8190a10815b675b341c1 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff679bb7f0819092a98c2981bc9267 completed May 9, 2026, 4:58 p.m.
NEDg Description generation batch_69ff68a1b374819089dc6fe1f252cc0f completed May 9, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69ff698bf6a481908d326451232a8cbb completed May 9, 2026, 5:06 p.m.
Created at: April 10, 2026, 4:15 a.m.