Triple

T15859581
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts's 5th congressional district E384547 entity
Predicate includes P1393 FINISHED
Object city of Malden E988480 NE FINISHED

How this triple was built (2 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 Malden | Statement: [Massachusetts's 5th congressional district, includes, city of Malden]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: city of Malden
Context triple: [Massachusetts's 5th congressional district, includes, city of Malden]
  • A. City of Malden chosen
    The City of Malden is an urban municipality in Middlesex County, Massachusetts, located just north of Boston and known for its diverse population and residential neighborhoods.
  • B. New Malden
    New Malden is a suburban town in south-west London, England, known for its large Korean community and residential character.
  • C. Malden, Massachusetts
    Malden, Massachusetts is a suburban city just north of Boston known for its diverse population, historic neighborhoods, and mix of residential and commercial areas.
  • D. Malden Center
    Malden Center is a major transit and commercial hub in Malden, Massachusetts, featuring an MBTA subway and commuter rail station surrounded by shops, restaurants, and civic buildings.
  • E. Brockton, Massachusetts
    Brockton, Massachusetts is a mid-sized city in Plymouth County known historically as a major shoe manufacturing center and sometimes called the "City of Champions" for its successful boxers and sports legacy.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d86da422088190aac39e32e6c68429 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1555a1f008190bb3f03b0f35ed8a4 completed April 16, 2026, 9:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa14da7ac8190bbef49a1602a76fe completed May 9, 2026, 9:04 p.m.
Created at: April 10, 2026, 4:50 a.m.