Triple

T7854558
Position Surface form Disambiguated ID Type / Status
Subject Middletown, Ohio E182140 entity
Predicate governingBody P46 FINISHED
Object Middletown City Council
Middletown City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing municipal governance in Middletown, Ohio.
E700064 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: Middletown City Council | Statement: [Middletown, Ohio, governingBody, Middletown City Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Middletown City Council
Context triple: [Middletown, Ohio, governingBody, Middletown City Council]
  • A. Middletown town government
    Middletown town government is the local municipal authority responsible for administering public services, ordinances, and community affairs in Middletown, Virginia.
  • B. Middletown Police Department
    The Middletown Police Department is the municipal law enforcement agency responsible for public safety and policing services in Middletown, Delaware.
  • C. Middletown City School District
    Middletown City School District is a public school system serving students in the city of Middletown, New York.
  • D. Middletown Township Public School District
    Middletown Township Public School District is a public education system serving students in Middletown Township, New Jersey, through multiple elementary, middle, and high schools.
  • E. Hartford City Council
    The Hartford City Council is the elected legislative body responsible for creating laws, setting policies, and overseeing the municipal government of Hartford, Connecticut.
  • 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: Middletown City Council
Triple: [Middletown, Ohio, governingBody, Middletown City Council]
Generated description
Middletown City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing municipal governance in Middletown, Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Middletown City Council
Target entity description: Middletown City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing municipal governance in Middletown, Ohio.
  • A. Middletown town government
    Middletown town government is the local municipal authority responsible for administering public services, ordinances, and community affairs in Middletown, Virginia.
  • B. Middletown Police Department
    The Middletown Police Department is the municipal law enforcement agency responsible for public safety and policing services in Middletown, Delaware.
  • C. Middletown City School District
    Middletown City School District is a public school system serving students in the city of Middletown, New York.
  • D. Middletown Township Public School District
    Middletown Township Public School District is a public education system serving students in Middletown Township, New Jersey, through multiple elementary, middle, and high schools.
  • E. Hartford City Council
    The Hartford City Council is the elected legislative body responsible for creating laws, setting policies, and overseeing the municipal government of Hartford, Connecticut.
  • 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_69ca82869ee08190b8f9040dbc2c0467 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb1a72cfdc8190a3186c4c2894f571 completed March 31, 2026, 12:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b27e9b081909a0574458ddf43b0 completed March 31, 2026, 5:27 a.m.
NEDg Description generation batch_69cb762eab0881909c5035b3086dfdd9 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb801cc0c8190864d28e199eb5e67 completed March 31, 2026, 12:03 p.m.
Created at: March 30, 2026, 4:51 p.m.