Triple

T2080902
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Office of Coastal Zone Management E45238 entity
Predicate hasAbbreviation P43 FINISHED
Object Massachusetts CZM
Massachusetts CZM is the state agency responsible for managing, protecting, and enhancing Massachusetts’ coastal resources and guiding coastal development and resilience planning.
 E231434 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: Massachusetts CZM | Statement: [Massachusetts Office of Coastal Zone Management, hasAbbreviation, Massachusetts CZM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Massachusetts CZM
Context triple: [Massachusetts Office of Coastal Zone Management, hasAbbreviation, Massachusetts CZM]
  • A. Ayer, Massachusetts
    Ayer, Massachusetts is a small New England town in north-central Massachusetts known for its historic railroad junction, former Fort Devens military base nearby, and role as a local commercial center.
  • B. Mattapoisett, Massachusetts
    Mattapoisett, Massachusetts is a small coastal town in southeastern New England known for its maritime heritage, scenic harbor, and quiet residential character.
  • C. Massachusetts
    Massachusetts is a U.S. state in New England known for its pivotal role in American history, prestigious universities, and major cultural and economic centers like Boston.
  • D. Massachusetts Reports
    Massachusetts Reports is the official case reporter that publishes the decisions of the Massachusetts Supreme Judicial Court.
  • E. Massachusetts Register
    The Massachusetts Register is the official biweekly publication that provides updates, notices, and changes to Massachusetts state regulations and administrative rules.
  • 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: Massachusetts CZM
Triple: [Massachusetts Office of Coastal Zone Management, hasAbbreviation, Massachusetts CZM]
Generated description
Massachusetts CZM is the state agency responsible for managing, protecting, and enhancing Massachusetts’ coastal resources and guiding coastal development and resilience planning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Massachusetts CZM
Target entity description: Massachusetts CZM is the state agency responsible for managing, protecting, and enhancing Massachusetts’ coastal resources and guiding coastal development and resilience planning.
  • A. Ayer, Massachusetts
    Ayer, Massachusetts is a small New England town in north-central Massachusetts known for its historic railroad junction, former Fort Devens military base nearby, and role as a local commercial center.
  • B. Mattapoisett, Massachusetts
    Mattapoisett, Massachusetts is a small coastal town in southeastern New England known for its maritime heritage, scenic harbor, and quiet residential character.
  • C. Massachusetts
    Massachusetts is a U.S. state in New England known for its pivotal role in American history, prestigious universities, and major cultural and economic centers like Boston.
  • D. Massachusetts Reports
    Massachusetts Reports is the official case reporter that publishes the decisions of the Massachusetts Supreme Judicial Court.
  • E. Massachusetts Register
    The Massachusetts Register is the official biweekly publication that provides updates, notices, and changes to Massachusetts state regulations and administrative rules.
  • 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_69a8891869c88190a02643e3bb746f59 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba345be48190a1895f388e7749e5 completed March 7, 2026, 5:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae273ad87c8190a7b1407868692202 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae27b2c9d08190b1950abd8d41d3b3 completed March 9, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69ae2817ce3c81908e48170760cf98ef completed March 9, 2026, 1:53 a.m.
Created at: March 4, 2026, 7:41 p.m.