Triple
T354750
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barnstable |
E7518
|
entity |
| Predicate | hasVillage |
P4011
|
FINISHED |
| Object |
Marstons Mills
Marstons Mills is a residential village in the town of Barnstable on Cape Cod, Massachusetts, known for its ponds, cranberry bogs, and semi-rural character.
|
E65046
|
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: Marstons Mills | Statement: [Barnstable, hasVillage, Marstons Mills]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marstons Mills Context triple: [Barnstable, hasVillage, Marstons Mills]
-
A.
Eastham
Eastham is a village on the Wirral Peninsula in northwest England, historically significant as a transport hub and now known for its proximity to the Manchester Ship Canal and Eastham Country Park.
-
B.
Eastham
Eastham is a coastal town on outer Cape Cod in Massachusetts known for its beaches, salt marshes, and access to the Cape Cod National Seashore.
-
C.
Cotuit
Cotuit is a seaside village on Cape Cod in the town of Barnstable, Massachusetts, known for its historic character and shellfishing heritage.
-
D.
Hyannis
Hyannis is a major village and commercial hub in the town of Barnstable on Cape Cod, Massachusetts, known for its busy harbor, beaches, and ferry connections to the islands of Martha’s Vineyard and Nantucket.
-
E.
Nahant
Nahant is a small coastal town in Massachusetts known for its rocky shoreline and peninsula extending into the Atlantic Ocean.
- 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: Marstons Mills Triple: [Barnstable, hasVillage, Marstons Mills]
Generated description
Marstons Mills is a residential village in the town of Barnstable on Cape Cod, Massachusetts, known for its ponds, cranberry bogs, and semi-rural character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marstons Mills Target entity description: Marstons Mills is a residential village in the town of Barnstable on Cape Cod, Massachusetts, known for its ponds, cranberry bogs, and semi-rural character.
-
A.
Eastham
Eastham is a village on the Wirral Peninsula in northwest England, historically significant as a transport hub and now known for its proximity to the Manchester Ship Canal and Eastham Country Park.
-
B.
Eastham
Eastham is a coastal town on outer Cape Cod in Massachusetts known for its beaches, salt marshes, and access to the Cape Cod National Seashore.
-
C.
Cotuit
Cotuit is a seaside village on Cape Cod in the town of Barnstable, Massachusetts, known for its historic character and shellfishing heritage.
-
D.
Hyannis
Hyannis is a major village and commercial hub in the town of Barnstable on Cape Cod, Massachusetts, known for its busy harbor, beaches, and ferry connections to the islands of Martha’s Vineyard and Nantucket.
-
E.
Nahant
Nahant is a small coastal town in Massachusetts known for its rocky shoreline and peninsula extending into the Atlantic Ocean.
- 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_69a2e7e696948190bebc966535995e45 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2eb8312f4819084dc222e665fded3 |
completed | Feb. 28, 2026, 1:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4ab1724788190bd12ca956cd947ec |
completed | March 1, 2026, 9:09 p.m. |
| NEDg | Description generation | batch_69a4ab94bd988190a91a592622a9d77f |
completed | March 1, 2026, 9:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4ac04fb78819093c85d04b90cc8cb |
completed | March 1, 2026, 9:13 p.m. |
Created at: Feb. 28, 2026, 1:08 p.m.