Triple

T19340236
Position Surface form Disambiguated ID Type / Status
Subject Sheldon Public Library E483733 entity
Predicate operatedBy P86 FINISHED
Object City of Sheldon
The City of Sheldon is a municipal government that administers local services and public institutions for the community of Sheldon.
E1371248 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: City of Sheldon | Statement: [Sheldon Public Library, operatedBy, City of Sheldon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Sheldon
Context triple: [Sheldon Public Library, operatedBy, City of Sheldon]
  • A. City of Sanger
    The City of Sanger is a municipal jurisdiction that serves as the governing and administrative center for the community in which the Sanger Fire Department operates.
  • B. City of Mendota
    The City of Mendota is a small agricultural community in California’s San Joaquin Valley known for its farming economy and proximity to regional water features and wildlife areas.
  • C. City of Sherman
    The City of Sherman is the municipal government responsible for administering public services, regulations, and local policies for the community of Sherman, Texas.
  • D. City of Fairburn
    The City of Fairburn is the municipal government responsible for administering public services, local policies, and community affairs in Fairburn, Georgia.
  • E. Hill City
    Hill City is a small tourist-oriented town in South Dakota’s Black Hills, known as a gateway to nearby attractions like Mount Rushmore and Custer State Park.
  • 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: City of Sheldon
Triple: [Sheldon Public Library, operatedBy, City of Sheldon]
Generated description
The City of Sheldon is a municipal government that administers local services and public institutions for the community of Sheldon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Sheldon
Target entity description: The City of Sheldon is a municipal government that administers local services and public institutions for the community of Sheldon.
  • A. City of Sanger
    The City of Sanger is a municipal jurisdiction that serves as the governing and administrative center for the community in which the Sanger Fire Department operates.
  • B. City of Mendota
    The City of Mendota is a small agricultural community in California’s San Joaquin Valley known for its farming economy and proximity to regional water features and wildlife areas.
  • C. City of Sherman
    The City of Sherman is the municipal government responsible for administering public services, regulations, and local policies for the community of Sherman, Texas.
  • D. City of Fairburn
    The City of Fairburn is the municipal government responsible for administering public services, local policies, and community affairs in Fairburn, Georgia.
  • E. Hill City
    Hill City is a small tourist-oriented town in South Dakota’s Black Hills, known as a gateway to nearby attractions like Mount Rushmore and Custer State Park.
  • 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_69d8e8d244f8819080eb1f3491300db2 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e618560f0081908565f802ea1e3cc8 completed April 20, 2026, 12:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a071be916a881909afdc2b0811f4795 completed May 15, 2026, 1:13 p.m.
NEDg Description generation batch_6a071c8a9dec8190a4fbb88736b73912 completed May 15, 2026, 1:15 p.m.
NED2 Entity disambiguation (via description) batch_6a071e0e00208190a6e05266d5bc47e2 completed May 15, 2026, 1:22 p.m.
Created at: April 10, 2026, 1:33 p.m.