Triple

T8983193
Position Surface form Disambiguated ID Type / Status
Subject Swampscott, Massachusetts, United States E214585 entity
Predicate borders P224 FINISHED
Object Marblehead, Massachusetts, United States E176724 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: Marblehead, Massachusetts, United States | Statement: [Swampscott, Massachusetts, United States, borders, Marblehead, Massachusetts, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marblehead, Massachusetts, United States
Context triple: [Swampscott, Massachusetts, United States, borders, Marblehead, Massachusetts, United States]
  • A. Marblehead, Massachusetts chosen
    Marblehead, Massachusetts is a historic coastal town north of Boston known for its colonial architecture, maritime heritage, and prominent role in early American yachting and the Revolutionary War.
  • B. Hyannis, Massachusetts, United States
    Hyannis, Massachusetts, United States, is a major village in the town of Barnstable on Cape Cod, known as a commercial and transportation hub and a longtime summer destination for the Kennedy family.
  • C. Newburyport, Massachusetts, United States
    Newburyport, Massachusetts, United States is a historic coastal city and former shipbuilding center at the mouth of the Merrimack River in northeastern Massachusetts.
  • D. Hyannis Port, Massachusetts, United States
    Hyannis Port, Massachusetts, United States, is a coastal village on Cape Cod best known as the longtime summer home of the Kennedy family.
  • E. Falmouth, Massachusetts, United States
    Falmouth, Massachusetts, United States, is a coastal town on Cape Cod known for its beaches, maritime heritage, and role as a gateway to Martha’s Vineyard.
  • 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_69ca839f76bc8190a4b7123cdd682199 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc67eb3cfc8190900a8253cc44621c completed April 1, 2026, 12:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0b17686608190bc144ff3e79074f7 completed April 4, 2026, 6:36 a.m.
Created at: March 30, 2026, 7:03 p.m.