Triple
T4684789
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Numbered Highways in Massachusetts |
E103892
|
entity |
| Predicate | includesRoute |
P4374
|
FINISHED |
| Object |
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.
|
E464035
|
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 20A in Massachusetts | Statement: [U.S. Numbered Highways in Massachusetts, includesRoute, U.S. Route 20A in Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 20A in Massachusetts Context triple: [U.S. Numbered Highways in Massachusetts, includesRoute, U.S. Route 20A in Massachusetts]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
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 20A in Massachusetts Triple: [U.S. Numbered Highways in Massachusetts, includesRoute, U.S. Route 20A in Massachusetts]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 20A in Massachusetts Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
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.