Triple
T4684770
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Numbered Highways in Massachusetts |
E103892
|
entity |
| Predicate | includesRoute |
P4374
|
FINISHED |
| Object |
U.S. Route 44 in Massachusetts
U.S. Route 44 in Massachusetts is an east–west federal highway that traverses the southeastern part of the state, connecting rural communities with cities such as Taunton and Plymouth before continuing into neighboring states.
|
E460546
|
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 44 in Massachusetts | Statement: [U.S. Numbered Highways in Massachusetts, includesRoute, U.S. Route 44 in Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 44 in Massachusetts Context triple: [U.S. Numbered Highways in Massachusetts, includesRoute, U.S. Route 44 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 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 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.
-
E.
U.S. Route 40 in Maryland
U.S. Route 40 in Maryland is a major east–west highway that traverses the state, connecting urban centers like Baltimore with rural and mountainous regions including the South Mountain 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 44 in Massachusetts Triple: [U.S. Numbered Highways in Massachusetts, includesRoute, U.S. Route 44 in Massachusetts]
Generated description
U.S. Route 44 in Massachusetts is an east–west federal highway that traverses the southeastern part of the state, connecting rural communities with cities such as Taunton and Plymouth before continuing into neighboring states.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 44 in Massachusetts Target entity description: U.S. Route 44 in Massachusetts is an east–west federal highway that traverses the southeastern part of the state, connecting rural communities with cities such as Taunton and Plymouth before continuing into neighboring states.
-
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 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 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.
-
E.
U.S. Route 40 in Maryland
U.S. Route 40 in Maryland is a major east–west highway that traverses the state, connecting urban centers like Baltimore with rural and mountainous regions including the South Mountain 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_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_69be03b07664819097d959fde1b0585b |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be04dc48b08190947cde715f87a4d0 |
completed | March 21, 2026, 2:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be05742e248190bb0e846189dfcfb5 |
completed | March 21, 2026, 2:41 a.m. |
Created at: March 20, 2026, 1:16 p.m.