Triple

T4684787
Position Surface form Disambiguated ID Type / Status
Subject U.S. Numbered Highways in Massachusetts E103892 entity
Predicate includesRoute P4374 FINISHED
Object U.S. Route 7A in Massachusetts
U.S. Route 7A in Massachusetts is a short alternate alignment of U.S. Route 7 that serves local traffic through towns in the western part of the state.
 E468032 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 7A in Massachusetts | Statement: [U.S. Numbered Highways in Massachusetts, includesRoute, U.S. Route 7A in Massachusetts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 7A in Massachusetts
Context triple: [U.S. Numbered Highways in Massachusetts, includesRoute, U.S. Route 7A in Massachusetts]
  • A. 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.
  • B. U.S. Route 6A in Massachusetts
    U.S. Route 6A in Massachusetts is a scenic, historic alternate route to U.S. Route 6 that runs through several coastal and village areas, particularly on Cape Cod.
  • C. U.S. Route 20A in Massachusetts
    U.S. Route 20A in Massachusetts is a former auxiliary route of U.S. Route 20 that once provided an alternate alignment through part of the state.
  • D. 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.
  • E. 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.
  • 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 7A in Massachusetts
Triple: [U.S. Numbered Highways in Massachusetts, includesRoute, U.S. Route 7A in Massachusetts]
Generated description
U.S. Route 7A in Massachusetts is a short alternate alignment of U.S. Route 7 that serves local traffic through towns in the western part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 7A in Massachusetts
Target entity description: U.S. Route 7A in Massachusetts is a short alternate alignment of U.S. Route 7 that serves local traffic through towns in the western part of the state.
  • A. 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.
  • B. U.S. Route 6A in Massachusetts
    U.S. Route 6A in Massachusetts is a scenic, historic alternate route to U.S. Route 6 that runs through several coastal and village areas, particularly on Cape Cod.
  • C. U.S. Route 20A in Massachusetts
    U.S. Route 20A in Massachusetts is a former auxiliary route of U.S. Route 20 that once provided an alternate alignment through part of the state.
  • D. 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.
  • E. 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.
  • 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_69be39d43ffc8190b1e6caf34d5eaf0d completed March 21, 2026, 6:25 a.m.
NEDg Description generation batch_69be3d05281481909a74ffb38fb5eb31 completed March 21, 2026, 6:39 a.m.
NED2 Entity disambiguation (via description) batch_69be3dc3ce048190a725ea4b8e8a1ad4 completed March 21, 2026, 6:42 a.m.
Created at: March 20, 2026, 1:16 p.m.