Triple

T7270396
Position Surface form Disambiguated ID Type / Status
Subject Monterey, Massachusetts E161086 entity
Predicate roadAccess P385 FINISHED
Object Massachusetts Route 57
Massachusetts Route 57 is a state highway in southwestern Massachusetts that runs east–west, connecting several rural Berkshire County towns to larger regional routes and communities.
E830766 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 57 | Statement: [Monterey, Massachusetts, roadAccess, Massachusetts Route 57]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 57
Context triple: [Monterey, Massachusetts, roadAccess, Massachusetts Route 57]
  • A. Massachusetts Route 53
    Massachusetts Route 53 is a state highway in southeastern Massachusetts that runs through several South Shore communities, providing a key north–south connection between local towns and major routes.
  • B. Massachusetts Route 58
    Massachusetts Route 58 is a north–south state highway in southeastern Massachusetts that connects several towns between Wareham and Abington.
  • C. Massachusetts Route 62
    Massachusetts Route 62 is an east–west state highway in northeastern Massachusetts that connects several suburban communities north of Boston.
  • D. 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.
  • E. 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.
  • 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 57
Triple: [Monterey, Massachusetts, roadAccess, Massachusetts Route 57]
Generated description
Massachusetts Route 57 is a state highway in southwestern Massachusetts that runs east–west, connecting several rural Berkshire County towns to larger regional routes and communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 57
Target entity description: Massachusetts Route 57 is a state highway in southwestern Massachusetts that runs east–west, connecting several rural Berkshire County towns to larger regional routes and communities.
  • A. Massachusetts Route 53
    Massachusetts Route 53 is a state highway in southeastern Massachusetts that runs through several South Shore communities, providing a key north–south connection between local towns and major routes.
  • B. Massachusetts Route 58
    Massachusetts Route 58 is a north–south state highway in southeastern Massachusetts that connects several towns between Wareham and Abington.
  • C. Massachusetts Route 62
    Massachusetts Route 62 is an east–west state highway in northeastern Massachusetts that connects several suburban communities north of Boston.
  • D. 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.
  • E. 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.
  • 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_69c6885181008190b419040e22939c7c completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eb088dac8190b353f6ea3d686025 completed March 27, 2026, 8:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69d2281e332c819093444685d37b9251 completed April 5, 2026, 9:15 a.m.
NEDg Description generation batch_69d22968194c8190b919ed3ab2dcfc33 completed April 5, 2026, 9:20 a.m.
NED2 Entity disambiguation (via description) batch_69d229d10dac81909f34a9977e6445a0 completed April 5, 2026, 9:22 a.m.
Created at: March 27, 2026, 2:58 p.m.