Triple

T8437793
Position Surface form Disambiguated ID Type / Status
Subject Swansea, Massachusetts E199271 entity
Predicate majorHighway P385 FINISHED
Object Massachusetts Route 118
Massachusetts Route 118 is a state highway in southeastern Massachusetts that runs through communities including Swansea, providing a local north–south connection between nearby regional routes.
 E879628 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 118 | Statement: [Swansea, Massachusetts, majorHighway, Massachusetts Route 118]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Route 118
Context triple: [Swansea, Massachusetts, majorHighway, Massachusetts Route 118]
  • A. 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.
  • 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 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.
  • D. Massachusetts Route 113
    Massachusetts Route 113 is an east–west state highway in northeastern Massachusetts that runs through several Merrimack Valley communities, including Tyngsborough.
  • E. Massachusetts Route 117
    Massachusetts Route 117 is a state highway in Massachusetts that runs east–west through several communities in the Greater Boston area.
  • 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 118
Triple: [Swansea, Massachusetts, majorHighway, Massachusetts Route 118]
Generated description
Massachusetts Route 118 is a state highway in southeastern Massachusetts that runs through communities including Swansea, providing a local north–south connection between nearby regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Route 118
Target entity description: Massachusetts Route 118 is a state highway in southeastern Massachusetts that runs through communities including Swansea, providing a local north–south connection between nearby regional routes.
  • A. 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.
  • 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 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.
  • D. Massachusetts Route 113
    Massachusetts Route 113 is an east–west state highway in northeastern Massachusetts that runs through several Merrimack Valley communities, including Tyngsborough.
  • E. Massachusetts Route 117
    Massachusetts Route 117 is a state highway in Massachusetts that runs east–west through several communities in the Greater Boston area.
  • 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_69ca8314cd6c8190a6b8c2a1096e18f3 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe13446788190ad52a4fd6e8b498a completed March 31, 2026, 2:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69d98801deb8819092a45193078f09b4 completed April 10, 2026, 11:30 p.m.
NEDg Description generation batch_69d98ae8403c81908a229aa06bd0388a completed April 10, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_69d98ce9ba0c8190a7c62fa670e23705 completed April 10, 2026, 11:51 p.m.
Created at: March 30, 2026, 6:08 p.m.