Triple
T280203
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Interstate 495 (Massachusetts) |
E5335
|
entity |
| Predicate | passesNear |
P416
|
FINISHED |
| Object |
Middleborough, Massachusetts
Middleborough, Massachusetts is a town in Plymouth County known for its cranberry farming heritage and location as a transportation hub in southeastern Massachusetts.
|
E311573
|
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: Middleborough, Massachusetts | Statement: [Interstate 495 (Massachusetts), passesNear, Middleborough, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middleborough, Massachusetts Context triple: [Interstate 495 (Massachusetts), passesNear, Middleborough, Massachusetts]
-
A.
Wareham, Massachusetts
Wareham, Massachusetts is a coastal town in southeastern Massachusetts known as the "Gateway to Cape Cod" for its location at the head of Buzzards Bay and along major routes to the Cape.
-
B.
Marlborough, Massachusetts
Marlborough, Massachusetts is a small city in eastern Massachusetts known for its suburban character, historic New England roots, and role as a regional commercial and technology hub.
-
C.
Wilmington, Massachusetts
Wilmington, Massachusetts is a suburban town in northeastern Massachusetts known for its residential neighborhoods, local parks, and commuter access to the Greater Boston area.
-
D.
Holbrook, Massachusetts
Holbrook, Massachusetts is a small suburban town in eastern Massachusetts known for its residential character and proximity to Boston.
-
E.
Chatham, Massachusetts
Chatham, Massachusetts is a coastal town on the southeastern tip of Cape Cod known for its scenic beaches, historic lighthouse, and vibrant summer tourism.
- 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: Middleborough, Massachusetts Triple: [Interstate 495 (Massachusetts), passesNear, Middleborough, Massachusetts]
Generated description
Middleborough, Massachusetts is a town in Plymouth County known for its cranberry farming heritage and location as a transportation hub in southeastern Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middleborough, Massachusetts Target entity description: Middleborough, Massachusetts is a town in Plymouth County known for its cranberry farming heritage and location as a transportation hub in southeastern Massachusetts.
-
A.
Wareham, Massachusetts
Wareham, Massachusetts is a coastal town in southeastern Massachusetts known as the "Gateway to Cape Cod" for its location at the head of Buzzards Bay and along major routes to the Cape.
-
B.
Marlborough, Massachusetts
Marlborough, Massachusetts is a small city in eastern Massachusetts known for its suburban character, historic New England roots, and role as a regional commercial and technology hub.
-
C.
Wilmington, Massachusetts
Wilmington, Massachusetts is a suburban town in northeastern Massachusetts known for its residential neighborhoods, local parks, and commuter access to the Greater Boston area.
-
D.
Holbrook, Massachusetts
Holbrook, Massachusetts is a small suburban town in eastern Massachusetts known for its residential character and proximity to Boston.
-
E.
Chatham, Massachusetts
Chatham, Massachusetts is a coastal town on the southeastern tip of Cape Cod known for its scenic beaches, historic lighthouse, and vibrant summer tourism.
- 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_69a257e6c8788190987dfe705ca2912a |
completed | Feb. 28, 2026, 2:50 a.m. |
| NER | Named-entity recognition | batch_69a25e0868708190ad551ca06cc57f4a |
completed | Feb. 28, 2026, 3:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b085ebb1e481909c27fa8a8e2ee1c6 |
completed | March 10, 2026, 8:58 p.m. |
| NEDg | Description generation | batch_69b0b1bd4f7481908a8efd90f2835b6f |
completed | March 11, 2026, 12:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0b260bed4819080a0547d065d162f |
completed | March 11, 2026, 12:08 a.m. |
Created at: Feb. 28, 2026, 2:59 a.m.