Triple

T16281334
Position Surface form Disambiguated ID Type / Status
Subject Buckland, Massachusetts E395268 entity
Predicate primaryTransportationRoute P6298 FINISHED
Object Massachusetts Route 112
Massachusetts Route 112 is a north–south state highway in western Massachusetts that runs through several rural towns and scenic areas, connecting local communities to larger regional routes.
 E1395879 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 112 | Statement: [Buckland, Massachusetts, primaryTransportationRoute, Massachusetts Route 112]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Route 112
Context triple: [Buckland, Massachusetts, primaryTransportationRoute, Massachusetts Route 112]
  • A. Massachusetts Route 113
    Massachusetts Route 113 is an east–west state highway in northeastern Massachusetts that runs through several Merrimack Valley communities, including Tyngsborough.
  • B. Massachusetts Route 111
    Massachusetts Route 111 is a state highway in Massachusetts that runs generally northwest–southeast, linking several suburban communities to larger regional routes and interstates.
  • C. Massachusetts Route 110
    Massachusetts Route 110 is an east–west state highway in northeastern Massachusetts that connects several Merrimack Valley communities, including Lawrence, through a mix of urban and suburban corridors.
  • D. Massachusetts Route 116
    Massachusetts Route 116 is a state highway in western Massachusetts that runs through several towns including Amherst and South Hadley, connecting rural areas with major regional routes and institutions.
  • E. Massachusetts Route 115
    Massachusetts Route 115 is a north–south state highway in eastern Massachusetts that passes through several small towns and rural areas, including Millis.
  • 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 112
Triple: [Buckland, Massachusetts, primaryTransportationRoute, Massachusetts Route 112]
Generated description
Massachusetts Route 112 is a north–south state highway in western Massachusetts that runs through several rural towns and scenic areas, connecting local communities to larger regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Route 112
Target entity description: Massachusetts Route 112 is a north–south state highway in western Massachusetts that runs through several rural towns and scenic areas, connecting local communities to larger regional routes.
  • A. Massachusetts Route 113
    Massachusetts Route 113 is an east–west state highway in northeastern Massachusetts that runs through several Merrimack Valley communities, including Tyngsborough.
  • B. Massachusetts Route 111
    Massachusetts Route 111 is a state highway in Massachusetts that runs generally northwest–southeast, linking several suburban communities to larger regional routes and interstates.
  • C. Massachusetts Route 110
    Massachusetts Route 110 is an east–west state highway in northeastern Massachusetts that connects several Merrimack Valley communities, including Lawrence, through a mix of urban and suburban corridors.
  • D. Massachusetts Route 116
    Massachusetts Route 116 is a state highway in western Massachusetts that runs through several towns including Amherst and South Hadley, connecting rural areas with major regional routes and institutions.
  • E. Massachusetts Route 115
    Massachusetts Route 115 is a north–south state highway in eastern Massachusetts that passes through several small towns and rural areas, including Millis.
  • 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_69d87f22c7248190a54c949738441e2e completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e24910c6b881909ae5cc0908dd8eb2 completed April 17, 2026, 2:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07c4dd20d88190bc3dc16062764414 completed May 16, 2026, 1:14 a.m.
NEDg Description generation batch_6a07c5aea8948190b6e5bbcea8053478 completed May 16, 2026, 1:17 a.m.
NED2 Entity disambiguation (via description) batch_6a07c6846fb481908e1d5aae2c53a7ba completed May 16, 2026, 1:21 a.m.
Created at: April 10, 2026, 5:05 a.m.