Triple

T8997145
Position Surface form Disambiguated ID Type / Status
Subject Greenfield, Massachusetts E214944 entity
Predicate hasMajorHighway P385 FINISHED
Object Massachusetts Route 10
Massachusetts Route 10 is a north–south state highway in western Massachusetts that runs through several communities, including Greenfield, and connects to major regional routes.
 E916930 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 10 | Statement: [Greenfield, Massachusetts, hasMajorHighway, Massachusetts Route 10]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Route 10
Context triple: [Greenfield, Massachusetts, hasMajorHighway, Massachusetts Route 10]
  • A. Massachusetts Route 12
    Massachusetts Route 12 is a north–south state highway in Massachusetts that runs through central communities including Leominster, connecting local roads to major routes such as Interstate 190.
  • B. Massachusetts Route 18
    Massachusetts Route 18 is a north–south state highway in southeastern Massachusetts that connects several South Shore and South Coast communities to the New Bedford area.
  • C. Massachusetts Route 16
    Massachusetts Route 16 is a major east–west state highway in Massachusetts that connects several Greater Boston suburbs and communities.
  • D. Massachusetts Route 17
    Massachusetts Route 17 is a state highway in Massachusetts that serves as a regional connector route within the state's numbered road network.
  • E. Massachusetts Route 15
    Massachusetts Route 15 is a state highway in Massachusetts that serves as a regional connector route within the state's numbered road network.
  • 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 10
Triple: [Greenfield, Massachusetts, hasMajorHighway, Massachusetts Route 10]
Generated description
Massachusetts Route 10 is a north–south state highway in western Massachusetts that runs through several communities, including Greenfield, and connects to major regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Route 10
Target entity description: Massachusetts Route 10 is a north–south state highway in western Massachusetts that runs through several communities, including Greenfield, and connects to major regional routes.
  • A. Massachusetts Route 12
    Massachusetts Route 12 is a north–south state highway in Massachusetts that runs through central communities including Leominster, connecting local roads to major routes such as Interstate 190.
  • B. Massachusetts Route 18
    Massachusetts Route 18 is a north–south state highway in southeastern Massachusetts that connects several South Shore and South Coast communities to the New Bedford area.
  • C. Massachusetts Route 16
    Massachusetts Route 16 is a major east–west state highway in Massachusetts that connects several Greater Boston suburbs and communities.
  • D. Massachusetts Route 17
    Massachusetts Route 17 is a state highway in Massachusetts that serves as a regional connector route within the state's numbered road network.
  • E. Massachusetts Route 15
    Massachusetts Route 15 is a state highway in Massachusetts that serves as a regional connector route within the state's numbered road network.
  • 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_69ca83a05c608190bdfdbdb25e994b39 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc68e0d3588190bdab0e2b86b09228 completed April 1, 2026, 12:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69e50983ce848190ab375145019ff69b completed April 19, 2026, 4:57 p.m.
NEDg Description generation batch_69e510f7bec08190989118b6e4a7fa49 completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e5168c8da0819093bf61d8ea5f9e35 completed April 19, 2026, 5:53 p.m.
Created at: March 30, 2026, 7:05 p.m.