Triple

T3308168
Position Surface form Disambiguated ID Type / Status
Subject Town of Danvers E69501 entity
Predicate majorHighway P385 FINISHED
Object Massachusetts Route 35
Massachusetts Route 35 is a state highway in northeastern Massachusetts that runs through communities such as Danvers, connecting local roads to larger regional routes.
E452643 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 35 | Statement: [Town of Danvers, majorHighway, Massachusetts Route 35]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 35
Context triple: [Town of Danvers, majorHighway, Massachusetts Route 35]
  • A. 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.
  • B. Massachusetts Route 27
    Massachusetts Route 27 is a north–south state highway in eastern Massachusetts that connects several suburban communities between the South Shore and the MetroWest region.
  • C. Massachusetts Route 3
    Massachusetts Route 3 is a major north–south state highway in Massachusetts that connects the Boston metropolitan area with the South Shore and Cape Cod.
  • D. 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.
  • E. Massachusetts Route 28
    Massachusetts Route 28 is a major north–south state highway in Massachusetts that runs from the Cape Cod region through Boston and up to the New Hampshire border.
  • 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 35
Triple: [Town of Danvers, majorHighway, Massachusetts Route 35]
Generated description
Massachusetts Route 35 is a state highway in northeastern Massachusetts that runs through communities such as Danvers, connecting local roads to larger regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 35
Target entity description: Massachusetts Route 35 is a state highway in northeastern Massachusetts that runs through communities such as Danvers, connecting local roads to larger regional routes.
  • A. 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.
  • B. Massachusetts Route 27
    Massachusetts Route 27 is a north–south state highway in eastern Massachusetts that connects several suburban communities between the South Shore and the MetroWest region.
  • C. Massachusetts Route 3
    Massachusetts Route 3 is a major north–south state highway in Massachusetts that connects the Boston metropolitan area with the South Shore and Cape Cod.
  • D. 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.
  • E. Massachusetts Route 28
    Massachusetts Route 28 is a major north–south state highway in Massachusetts that runs from the Cape Cod region through Boston and up to the New Hampshire border.
  • 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_69ad859f218081909458d2cebbf57565 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb0cc15088190b51c311c6590df04 completed March 8, 2026, 5:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdc51a7c6081909eeda563a4485e87 completed March 20, 2026, 10:07 p.m.
NEDg Description generation batch_69bdc93a17548190b7ee841b25f7ad13 completed March 20, 2026, 10:24 p.m.
NED2 Entity disambiguation (via description) batch_69bdc9b4f9ac8190ae15c6445748a66e completed March 20, 2026, 10:27 p.m.
Created at: March 8, 2026, 3:11 p.m.