Triple
T6783843
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pembroke, Massachusetts |
E155750
|
entity |
| Predicate | roadServedBy |
P385
|
FINISHED |
| Object |
Massachusetts Route 14
Massachusetts Route 14 is a state highway in southeastern Massachusetts that connects several South Shore communities, including Pembroke, to major regional routes.
|
E767500
|
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: Massachusetts Route 14 | Statement: [Pembroke, Massachusetts, roadServedBy, Massachusetts Route 14]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 14 Context triple: [Pembroke, Massachusetts, roadServedBy, Massachusetts Route 14]
-
A.
Massachusetts Route 140
Massachusetts Route 140 is a state highway in Massachusetts that runs generally north–south, linking several cities and towns in the southeastern and central parts of the state.
-
B.
Massachusetts Route 17
Massachusetts Route 17 is a state highway in Massachusetts that serves as a regional connector route within the state's numbered road network.
-
C.
Massachusetts Route 114
Massachusetts Route 114 is a state highway in northeastern Massachusetts that runs through cities such as Salem and Peabody, serving as a key regional connector between inland communities and the North Shore.
-
D.
Massachusetts Route 41
Massachusetts Route 41 is a north–south state highway in western Massachusetts that runs through rural Berkshire County, including the town of Sheffield.
-
E.
Massachusetts Route 18
Massachusetts Route 18 is a north–south state highway in southeastern Massachusetts that connects several South Shore and South Coast communities to the New Bedford 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: Massachusetts Route 14 Triple: [Pembroke, Massachusetts, roadServedBy, Massachusetts Route 14]
Generated description
Massachusetts Route 14 is a state highway in southeastern Massachusetts that connects several South Shore communities, including Pembroke, to major regional routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 14 Target entity description: Massachusetts Route 14 is a state highway in southeastern Massachusetts that connects several South Shore communities, including Pembroke, to major regional routes.
-
A.
Massachusetts Route 140
Massachusetts Route 140 is a state highway in Massachusetts that runs generally north–south, linking several cities and towns in the southeastern and central parts of the state.
-
B.
Massachusetts Route 17
Massachusetts Route 17 is a state highway in Massachusetts that serves as a regional connector route within the state's numbered road network.
-
C.
Massachusetts Route 114
Massachusetts Route 114 is a state highway in northeastern Massachusetts that runs through cities such as Salem and Peabody, serving as a key regional connector between inland communities and the North Shore.
-
D.
Massachusetts Route 41
Massachusetts Route 41 is a north–south state highway in western Massachusetts that runs through rural Berkshire County, including the town of Sheffield.
-
E.
Massachusetts Route 18
Massachusetts Route 18 is a north–south state highway in southeastern Massachusetts that connects several South Shore and South Coast communities to the New Bedford 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_69c688162bf8819088b664b5c3b5be7a |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d28bdc3c8190aa60616d89db66ed |
completed | March 27, 2026, 6:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc1a54dd08190bdaaf6772758c22f |
completed | April 3, 2026, 1:33 p.m. |
| NEDg | Description generation | batch_69cfc2c1f1108190bfc68e4e174572d6 |
completed | April 3, 2026, 1:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfc39ebd7881909389905b47e98e71 |
completed | April 3, 2026, 1:41 p.m. |
Created at: March 27, 2026, 2:14 p.m.