Triple

T8086119
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Department of Transitional Assistance E188736 entity
Predicate collaboratesWith P37 FINISHED
Object Massachusetts Department of Housing and Community Development E58119 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: Massachusetts Department of Housing and Community Development | Statement: [Massachusetts Department of Transitional Assistance, collaboratesWith, Massachusetts Department of Housing and Community Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Department of Housing and Community Development
Context triple: [Massachusetts Department of Transitional Assistance, collaboratesWith, Massachusetts Department of Housing and Community Development]
  • A. Massachusetts Executive Office of Housing and Livable Communities chosen
    The Massachusetts Executive Office of Housing and Livable Communities is a state cabinet-level agency responsible for developing and implementing housing policy, affordable housing programs, and community development initiatives across the Commonwealth.
  • B. Office of Housing (Boston)
    The Office of Housing (Boston) is a municipal agency responsible for planning, developing, and preserving affordable and stable housing options for residents of the City of Boston.
  • C. Montachusett Regional Planning Commission
    The Montachusett Regional Planning Commission is a regional planning agency that provides land use, transportation, and economic development planning services to municipalities in north-central Massachusetts.
  • D. Massachusetts Department of Transitional Assistance
    The Massachusetts Department of Transitional Assistance is a state agency that administers public assistance programs such as food, cash, and employment support for low-income individuals and families in Massachusetts.
  • E. Massachusetts School Building Authority
    The Massachusetts School Building Authority is a state agency that finances and supports the construction and renovation of public school facilities across Massachusetts.
  • 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_69ca82b662e88190b9323daab8c28a21 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4160e4748190ae63624a2a03d09f completed March 31, 2026, 3:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc6402e41c819095442775938d4282 completed April 1, 2026, 12:17 a.m.
Created at: March 30, 2026, 5:29 p.m.