Triple

T4470742
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 20 in Massachusetts E98488 entity
Predicate connectsTo P845 FINISHED
Object 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.
 E441119 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 7 in Massachusetts | Statement: [U.S. Route 20 in Massachusetts, connectsTo, U.S. Route 7 in Massachusetts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 7 in Massachusetts
Context triple: [U.S. Route 20 in Massachusetts, connectsTo, U.S. Route 7 in Massachusetts]
  • A. 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.
  • B. 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.
  • C. U.S. Route 20 in Massachusetts
    U.S. Route 20 in Massachusetts is a major east–west highway that traverses the state, connecting numerous cities and towns between the New York border and the Boston area.
  • D. 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.
  • E. U.S. Route 2 in Maine
    U.S. Route 2 in Maine is a major east–west highway crossing the state’s interior, connecting rural communities and regional centers between New Hampshire and the Bangor 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: U.S. Route 7 in Massachusetts
Triple: [U.S. Route 20 in Massachusetts, connectsTo, U.S. Route 7 in Massachusetts]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 7 in Massachusetts
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. U.S. Route 20 in Massachusetts
    U.S. Route 20 in Massachusetts is a major east–west highway that traverses the state, connecting numerous cities and towns between the New York border and the Boston area.
  • D. 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.
  • E. U.S. Route 2 in Maine
    U.S. Route 2 in Maine is a major east–west highway crossing the state’s interior, connecting rural communities and regional centers between New Hampshire and the Bangor 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_69b3454b4ae481908967426dd37284d6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b356b6a1f48190a39f5411648c40ff completed March 13, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6286c75b08190bd683d300f6c97f0 completed March 15, 2026, 3:33 a.m.
NEDg Description generation batch_69b6295627848190a7bb6b8943b0e3f1 completed March 15, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69b629be765c81908c1f6ccfc75604d1 completed March 15, 2026, 3:38 a.m.
Created at: March 12, 2026, 11:34 p.m.