Triple
T8437791
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swansea, Massachusetts |
E199271
|
entity |
| Predicate | majorHighway |
P385
|
FINISHED |
| Object |
U.S. Route 195
U.S. Route 195 is an east–west auxiliary Interstate-style highway in southern New England that connects Providence, Rhode Island, to Cape Cod via southeastern Massachusetts.
|
E899478
|
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 195 | Statement: [Swansea, Massachusetts, majorHighway, U.S. Route 195]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 195 Context triple: [Swansea, Massachusetts, majorHighway, U.S. Route 195]
-
A.
U.S. Route 197
U.S. Route 197 is a north–south U.S. highway in north-central Oregon and south-central Washington that connects The Dalles area to U.S. Route 97 and serves as a key regional route through the Columbia River Gorge region.
-
B.
U.S. Route 201
U.S. Route 201 is a north–south United States highway in Maine that runs from Brunswick through Augusta to the Canadian border, serving as a key regional transportation corridor.
-
C.
U.S. Route 15
U.S. Route 15 is a major north–south U.S. Highway running from South Carolina to New York, serving as an important regional corridor through several Mid-Atlantic and Southern states.
-
D.
U.S. Route 309
U.S. Route 309 was a former U.S. Highway that ran through eastern Pennsylvania before being decommissioned and largely replaced by Pennsylvania Route 309.
-
E.
U.S. Route 84
U.S. Route 84 is a major east–west U.S. Highway that runs across the southern United States, connecting Texas and New Mexico to several southeastern states and serving as an important 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 195 Triple: [Swansea, Massachusetts, majorHighway, U.S. Route 195]
Generated description
U.S. Route 195 is an east–west auxiliary Interstate-style highway in southern New England that connects Providence, Rhode Island, to Cape Cod via southeastern Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 195 Target entity description: U.S. Route 195 is an east–west auxiliary Interstate-style highway in southern New England that connects Providence, Rhode Island, to Cape Cod via southeastern Massachusetts.
-
A.
U.S. Route 197
U.S. Route 197 is a north–south U.S. highway in north-central Oregon and south-central Washington that connects The Dalles area to U.S. Route 97 and serves as a key regional route through the Columbia River Gorge region.
-
B.
U.S. Route 201
U.S. Route 201 is a north–south United States highway in Maine that runs from Brunswick through Augusta to the Canadian border, serving as a key regional transportation corridor.
-
C.
U.S. Route 15
U.S. Route 15 is a major north–south U.S. Highway running from South Carolina to New York, serving as an important regional corridor through several Mid-Atlantic and Southern states.
-
D.
U.S. Route 309
U.S. Route 309 was a former U.S. Highway that ran through eastern Pennsylvania before being decommissioned and largely replaced by Pennsylvania Route 309.
-
E.
U.S. Route 84
U.S. Route 84 is a major east–west U.S. Highway that runs across the southern United States, connecting Texas and New Mexico to several southeastern states and serving as an important 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_69ca8314cd6c8190a6b8c2a1096e18f3 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe13446788190ad52a4fd6e8b498a |
completed | March 31, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3734e5e688190bbfa472547ef65e8 |
completed | April 18, 2026, 12:04 p.m. |
| NEDg | Description generation | batch_69e378dcc92c8190952d4acfee2a309c |
completed | April 18, 2026, 12:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e37be75a588190abb9569ef1e87279 |
completed | April 18, 2026, 12:41 p.m. |
Created at: March 30, 2026, 6:08 p.m.