Triple

T4487886
Position Surface form Disambiguated ID Type / Status
Subject Tyngsborough, Massachusetts E107290 entity
Predicate majorHighway P385 FINISHED
Object Massachusetts Route 113
Massachusetts Route 113 is an east–west state highway in northeastern Massachusetts that runs through several Merrimack Valley communities, including Tyngsborough.
E607828 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 113 | Statement: [Tyngsborough, Massachusetts, majorHighway, Massachusetts Route 113]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 113
Context triple: [Tyngsborough, Massachusetts, majorHighway, Massachusetts Route 113]
  • A. 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.
  • B. Massachusetts Route 133
    Massachusetts Route 133 is an east–west state highway in northeastern Massachusetts that connects several towns north of Boston, including Tewksbury, through suburban and semi-rural areas.
  • C. Massachusetts Route 119
    Massachusetts Route 119 is a state highway in Massachusetts that runs east–west through several north-central communities, connecting suburban towns to the New Hampshire border.
  • D. 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.
  • E. 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.
  • 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 113
Triple: [Tyngsborough, Massachusetts, majorHighway, Massachusetts Route 113]
Generated description
Massachusetts Route 113 is an east–west state highway in northeastern Massachusetts that runs through several Merrimack Valley communities, including Tyngsborough.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 113
Target entity description: Massachusetts Route 113 is an east–west state highway in northeastern Massachusetts that runs through several Merrimack Valley communities, including Tyngsborough.
  • A. 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.
  • B. Massachusetts Route 133
    Massachusetts Route 133 is an east–west state highway in northeastern Massachusetts that connects several towns north of Boston, including Tewksbury, through suburban and semi-rural areas.
  • C. Massachusetts Route 119
    Massachusetts Route 119 is a state highway in Massachusetts that runs east–west through several north-central communities, connecting suburban towns to the New Hampshire border.
  • D. 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.
  • E. 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.
  • 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_69bd43f84f788190a1383579c4a595be completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd52abddf88190b4fb09884ed62500 completed March 20, 2026, 1:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6e3ff314c8190b66f8b0a7ae3c039 completed March 27, 2026, 8:09 p.m.
NEDg Description generation batch_69c6e7c75140819082a32e4662e0b07c completed March 27, 2026, 8:25 p.m.
NED2 Entity disambiguation (via description) batch_69c6e8881b848190bd6184aeaf311d24 completed March 27, 2026, 8:28 p.m.
Created at: March 20, 2026, 12:59 p.m.