Triple

T3748115
Position Surface form Disambiguated ID Type / Status
Subject Stoneham, Massachusetts E81257 entity
Predicate majorHighway P385 FINISHED
Object Massachusetts Route 93
Massachusetts Route 93 is a primary north–south state highway in Massachusetts that serves as a key commuter and regional connector through the Greater Boston area.
E525720 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 Route 93 | Statement: [Stoneham, Massachusetts, majorHighway, Massachusetts Route 93]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 93
Context triple: [Stoneham, Massachusetts, majorHighway, Massachusetts Route 93]
  • A. Massachusetts Route 99
    Massachusetts Route 99 is a north–south state highway in the Greater Boston area that connects Boston to Everett and Malden, serving as a key urban arterial route.
  • B. Massachusetts Route 97
    Massachusetts Route 97 is a north–south state highway in northeastern Massachusetts that connects several communities from the New Hampshire border down toward the Merrimack Valley region.
  • C. Massachusetts Route 85
    Massachusetts Route 85 is a north–south state highway in eastern Massachusetts that runs through communities such as Milford, Hopkinton, and Hudson, providing local access parallel to Interstate 495.
  • D. Massachusetts Route 38
    Massachusetts Route 38 is a state highway in Massachusetts that runs generally north–south through communities such as Woburn, Wilmington, and Lowell, serving as a key local arterial route.
  • E. Massachusetts Route 9
    Massachusetts Route 9 is a major east–west state highway in Massachusetts that serves as a key arterial route connecting Boston with numerous western suburbs and communities.
  • 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 Route 93
Triple: [Stoneham, Massachusetts, majorHighway, Massachusetts Route 93]
Generated description
Massachusetts Route 93 is a primary north–south state highway in Massachusetts that serves as a key commuter and regional connector through the Greater Boston area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 93
Target entity description: Massachusetts Route 93 is a primary north–south state highway in Massachusetts that serves as a key commuter and regional connector through the Greater Boston area.
  • A. Massachusetts Route 99
    Massachusetts Route 99 is a north–south state highway in the Greater Boston area that connects Boston to Everett and Malden, serving as a key urban arterial route.
  • B. Massachusetts Route 97
    Massachusetts Route 97 is a north–south state highway in northeastern Massachusetts that connects several communities from the New Hampshire border down toward the Merrimack Valley region.
  • C. Massachusetts Route 85
    Massachusetts Route 85 is a north–south state highway in eastern Massachusetts that runs through communities such as Milford, Hopkinton, and Hudson, providing local access parallel to Interstate 495.
  • D. Massachusetts Route 38
    Massachusetts Route 38 is a state highway in Massachusetts that runs generally north–south through communities such as Woburn, Wilmington, and Lowell, serving as a key local arterial route.
  • E. Massachusetts Route 9
    Massachusetts Route 9 is a major east–west state highway in Massachusetts that serves as a key arterial route connecting Boston with numerous western suburbs and communities.
  • 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_69ad8b19b7b08190a6188804e99c53e9 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb6ac5ac8190934ec1a6c887a8f5 completed March 8, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf9ad2f8e48190aac71e657a9e1197 completed March 22, 2026, 7:31 a.m.
NEDg Description generation batch_69bf9b9dbabc81908ef4d25455616f76 completed March 22, 2026, 7:34 a.m.
NED2 Entity disambiguation (via description) batch_69bf9c45029c8190b9588a436d9804af completed March 22, 2026, 7:37 a.m.
Created at: March 8, 2026, 3:35 p.m.