Triple

T4684778
Position Surface form Disambiguated ID Type / Status
Subject U.S. Numbered Highways in Massachusetts E103892 entity
Predicate includesRoute P4374 FINISHED
Object U.S. Route 1A in Massachusetts
U.S. Route 1A in Massachusetts is an alternate alignment of U.S. Route 1 that serves several coastal and urban communities north and south of Boston.
 E464033 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: U.S. Route 1A in Massachusetts | Statement: [U.S. Numbered Highways in Massachusetts, includesRoute, U.S. Route 1A in Massachusetts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 1A in Massachusetts
Context triple: [U.S. Numbered Highways in Massachusetts, includesRoute, U.S. Route 1A in Massachusetts]
  • A. U.S. Route 1 (Massachusetts)
    U.S. Route 1 (Massachusetts) is a major north–south highway running through eastern Massachusetts, serving as a key arterial route connecting Boston and surrounding communities to New Hampshire and Rhode Island.
  • B. U.S. Route 1 (New Hampshire)
    U.S. Route 1 (New Hampshire) is a segment of the historic U.S. Route 1 highway that runs along New Hampshire’s short Atlantic coastline, connecting Massachusetts to Maine and serving coastal communities.
  • C. U.S. Route 5 in Massachusetts
    U.S. Route 5 in Massachusetts is a north–south U.S. Highway that closely parallels Interstate 91 while connecting numerous Connecticut River Valley communities through the western part of the state.
  • D. U.S. Route 7 in Massachusetts
    U.S. Route 7 in Massachusetts is a north–south highway that runs through the western part of the state, linking towns in the Berkshires and providing a key route between Connecticut and Vermont.
  • E. U.S. Route 6 in Massachusetts
    U.S. Route 6 in Massachusetts is a major east–west highway that runs from the Rhode Island border through southeastern Massachusetts and across Cape Cod, serving as a key regional transportation corridor.
  • 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: U.S. Route 1A in Massachusetts
Triple: [U.S. Numbered Highways in Massachusetts, includesRoute, U.S. Route 1A in Massachusetts]
Generated description
U.S. Route 1A in Massachusetts is an alternate alignment of U.S. Route 1 that serves several coastal and urban communities north and south of Boston.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 1A in Massachusetts
Target entity description: U.S. Route 1A in Massachusetts is an alternate alignment of U.S. Route 1 that serves several coastal and urban communities north and south of Boston.
  • A. U.S. Route 1 (Massachusetts)
    U.S. Route 1 (Massachusetts) is a major north–south highway running through eastern Massachusetts, serving as a key arterial route connecting Boston and surrounding communities to New Hampshire and Rhode Island.
  • B. U.S. Route 1 (New Hampshire)
    U.S. Route 1 (New Hampshire) is a segment of the historic U.S. Route 1 highway that runs along New Hampshire’s short Atlantic coastline, connecting Massachusetts to Maine and serving coastal communities.
  • C. U.S. Route 5 in Massachusetts
    U.S. Route 5 in Massachusetts is a north–south U.S. Highway that closely parallels Interstate 91 while connecting numerous Connecticut River Valley communities through the western part of the state.
  • D. U.S. Route 7 in Massachusetts
    U.S. Route 7 in Massachusetts is a north–south highway that runs through the western part of the state, linking towns in the Berkshires and providing a key route between Connecticut and Vermont.
  • E. U.S. Route 6 in Massachusetts
    U.S. Route 6 in Massachusetts is a major east–west highway that runs from the Rhode Island border through southeastern Massachusetts and across Cape Cod, serving as a key regional transportation corridor.
  • 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_69bd43debbf08190b4bc372e286ec234 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd63829b048190a2044de900ef7a69 completed March 20, 2026, 3:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69be1056abf081908aadaea8d9f22860 completed March 21, 2026, 3:28 a.m.
NEDg Description generation batch_69be10fc6b1481909f6184e32cbd61a6 completed March 21, 2026, 3:31 a.m.
NED2 Entity disambiguation (via description) batch_69be11691c448190ab09b3d055c1a1a8 completed March 21, 2026, 3:32 a.m.
Created at: March 20, 2026, 1:16 p.m.