Triple

T16015568
Position Surface form Disambiguated ID Type / Status
Subject Allen Park Public Library E388455 entity
Predicate isPartOf P10 FINISHED
Object Allen Park community services
Allen Park community services is a municipal department that oversees and coordinates public service programs and facilities, including the Allen Park Public Library, for residents of Allen Park, Michigan.
E1190239 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: Allen Park community services | Statement: [Allen Park Public Library, isPartOf, Allen Park community services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Allen Park community services
Context triple: [Allen Park Public Library, isPartOf, Allen Park community services]
  • A. Allen Park Community Center
    Allen Park Community Center is a local recreational hub in Allen Park, Michigan, offering residents indoor sports, fitness activities, and community programs.
  • B. Allen Park Fire Department
    The Allen Park Fire Department is the municipal fire and emergency services agency serving the city of Allen Park, Michigan.
  • C. Allen Park Public Schools
    Allen Park Public Schools is the public school district serving students in the city of Allen Park, Michigan.
  • D. Allen Park
    Allen Park is a public recreational park located in Jamestown, New York.
  • E. Allen Park, Michigan
    Allen Park, Michigan is a suburban city in Wayne County known for its residential neighborhoods and proximity to Detroit and major automotive industry facilities.
  • 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: Allen Park community services
Triple: [Allen Park Public Library, isPartOf, Allen Park community services]
Generated description
Allen Park community services is a municipal department that oversees and coordinates public service programs and facilities, including the Allen Park Public Library, for residents of Allen Park, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Allen Park community services
Target entity description: Allen Park community services is a municipal department that oversees and coordinates public service programs and facilities, including the Allen Park Public Library, for residents of Allen Park, Michigan.
  • A. Allen Park Community Center
    Allen Park Community Center is a local recreational hub in Allen Park, Michigan, offering residents indoor sports, fitness activities, and community programs.
  • B. Allen Park Fire Department
    The Allen Park Fire Department is the municipal fire and emergency services agency serving the city of Allen Park, Michigan.
  • C. Allen Park Public Schools
    Allen Park Public Schools is the public school district serving students in the city of Allen Park, Michigan.
  • D. Allen Park
    Allen Park is a public recreational park located in Jamestown, New York.
  • E. Allen Park, Michigan
    Allen Park, Michigan is a suburban city in Wayne County known for its residential neighborhoods and proximity to Detroit and major automotive industry facilities.
  • 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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e18294f6c48190ab9d3eead268f846 completed April 17, 2026, 12:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf284fa481909b571d1bf107fca4 completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffcfb02b208190b961b525a29b02a5 completed May 10, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_69ffd8e7b94c819093bc23288900df33 completed May 10, 2026, 1:01 a.m.
Created at: April 10, 2026, 4:55 a.m.