Triple

T10704606
Position Surface form Disambiguated ID Type / Status
Subject Gilbertville, Iowa E252367 entity
Predicate hasLocalGovernment P2820 FINISHED
Object City of Gilbertville
The City of Gilbertville is the municipal government responsible for administering local services, regulations, and community affairs in Gilbertville, Iowa.
E880327 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 Gilbertville | Statement: [Gilbertville, Iowa, hasLocalGovernment, City of Gilbertville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Gilbertville
Context triple: [Gilbertville, Iowa, hasLocalGovernment, City of Gilbertville]
  • A. Village of Gilberts
    The Village of Gilberts is a small incorporated municipality in Kane County, Illinois, governed by its own local village administration.
  • B. City of Warrenville
    The City of Warrenville is a suburban municipality in DuPage County, Illinois, known for its residential communities, forest preserves, and proximity to the Chicago metropolitan area.
  • C. City of Ellis
    City of Ellis is a small municipal government in Kansas that oversees local services, facilities, and community amenities for the town of Ellis and its residents.
  • D. 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.
  • E. City of Rollingwood
    The City of Rollingwood is the municipal government that administers and provides local services to the small, affluent community of Rollingwood in the Austin metropolitan area of Texas.
  • 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 Gilbertville
Triple: [Gilbertville, Iowa, hasLocalGovernment, City of Gilbertville]
Generated description
The City of Gilbertville is the municipal government responsible for administering local services, regulations, and community affairs in Gilbertville, Iowa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Gilbertville
Target entity description: The City of Gilbertville is the municipal government responsible for administering local services, regulations, and community affairs in Gilbertville, Iowa.
  • A. Village of Gilberts
    The Village of Gilberts is a small incorporated municipality in Kane County, Illinois, governed by its own local village administration.
  • B. City of Warrenville
    The City of Warrenville is a suburban municipality in DuPage County, Illinois, known for its residential communities, forest preserves, and proximity to the Chicago metropolitan area.
  • C. City of Ellis
    City of Ellis is a small municipal government in Kansas that oversees local services, facilities, and community amenities for the town of Ellis and its residents.
  • D. 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.
  • E. City of Rollingwood
    The City of Rollingwood is the municipal government that administers and provides local services to the small, affluent community of Rollingwood in the Austin metropolitan area of Texas.
  • 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_69d6aa5cbabc8190973e683950d89faf completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fdddf258819097b9fd26d68cd2e4 completed April 9, 2026, 1:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69d998fe56dc8190ae0c987b28ec6206 completed April 11, 2026, 12:42 a.m.
NEDg Description generation batch_69d99e8632688190b3746649a124ca09 completed April 11, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_69da625a1e8c8190b282e7a70bb7c876 completed April 11, 2026, 3:01 p.m.
Created at: April 8, 2026, 9:12 p.m.