Triple

T9202667
Position Surface form Disambiguated ID Type / Status
Subject City of Colton E220884 entity
Predicate hasPublicUtility P40290 FINISHED
Object Colton Public Works Department
The Colton Public Works Department is the municipal agency responsible for maintaining and operating the City of Colton’s infrastructure and essential public services.
 E783361 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: Colton Public Works Department | Statement: [City of Colton, hasPublicUtility, Colton Public Works Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Colton Public Works Department
Context triple: [City of Colton, hasPublicUtility, Colton Public Works Department]
  • A. Colton Hall
    Colton Hall is a historic government building in Monterey, California, best known as the site where California’s first constitutional convention was held in 1849.
  • B. Cardston Elementary School
    Cardston Elementary School is a primary education institution serving young students in the town of Cardston, Alberta, Canada.
  • C. Calvert Elementary School
    Calvert Elementary School is a public primary school serving students in the Prince Frederick community of Calvert County, Maryland.
  • D. Kelso Elementary School
    Kelso Elementary School is a public primary school serving young students in the Inglewood area of Los Angeles County, California.
  • E. Charlton Elementary School
    Charlton Elementary School is a public primary school serving young students in the town of Charlton, Massachusetts.
  • 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: Colton Public Works Department
Triple: [City of Colton, hasPublicUtility, Colton Public Works Department]
Generated description
The Colton Public Works Department is the municipal agency responsible for maintaining and operating the City of Colton’s infrastructure and essential public services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Colton Public Works Department
Target entity description: The Colton Public Works Department is the municipal agency responsible for maintaining and operating the City of Colton’s infrastructure and essential public services.
  • A. Colton Hall
    Colton Hall is a historic government building in Monterey, California, best known as the site where California’s first constitutional convention was held in 1849.
  • B. Cardston Elementary School
    Cardston Elementary School is a primary education institution serving young students in the town of Cardston, Alberta, Canada.
  • C. Calvert Elementary School
    Calvert Elementary School is a public primary school serving students in the Prince Frederick community of Calvert County, Maryland.
  • D. Kelso Elementary School
    Kelso Elementary School is a public primary school serving young students in the Inglewood area of Los Angeles County, California.
  • E. Charlton Elementary School
    Charlton Elementary School is a public primary school serving young students in the town of Charlton, Massachusetts.
  • 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_69ca83e8e9248190862cf3e41693b310 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd943cfb0819082231d80f0dc073b completed April 1, 2026, 8:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c4953588190aa842de269eee56c completed April 4, 2026, 12:33 a.m.
NEDg Description generation batch_69d05d138c288190a0eab9be6bd649c0 completed April 4, 2026, 12:36 a.m.
NED2 Entity disambiguation (via description) batch_69d05df1a0888190a2bdc48a159b865e completed April 4, 2026, 12:40 a.m.
Created at: March 30, 2026, 7:26 p.m.