Triple
T432314
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shirley station |
E9739
|
entity |
| Predicate | municipality |
P852
|
FINISHED |
| Object |
Town of Shirley
The Town of Shirley is a small New England community in north-central Massachusetts known for its rural character, historic village center, and commuter rail access to the Boston metropolitan area.
|
E70994
|
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: Town of Shirley | Statement: [Shirley station, municipality, Town of Shirley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Town of Shirley Context triple: [Shirley station, municipality, Town of Shirley]
-
A.
Town of Belmont
The Town of Belmont is a suburban community in Middlesex County, Massachusetts, known for its residential character, strong public schools, and proximity to Boston.
-
B.
Barnstable Village
Barnstable Village is a historic seaside village on Cape Cod, Massachusetts, serving as the civic and cultural center of the town of Barnstable.
-
C.
Chilmark
Chilmark is a small, rural town on the island of Martha’s Vineyard in Massachusetts, known for its scenic landscapes, stone walls, and fishing village of Menemsha.
-
D.
Litchfield Hills
Litchfield Hills is a scenic region in northwestern Connecticut known for its rolling hills, historic towns, and rural New England charm.
-
E.
Town of Danvers
The Town of Danvers is a municipality in Essex County, Massachusetts, historically notable for its connection to the 1692 Salem witch trials and preservation of related heritage sites.
- 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: Town of Shirley Triple: [Shirley station, municipality, Town of Shirley]
Generated description
The Town of Shirley is a small New England community in north-central Massachusetts known for its rural character, historic village center, and commuter rail access to the Boston metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Town of Shirley Target entity description: The Town of Shirley is a small New England community in north-central Massachusetts known for its rural character, historic village center, and commuter rail access to the Boston metropolitan area.
-
A.
Town of Belmont
The Town of Belmont is a suburban community in Middlesex County, Massachusetts, known for its residential character, strong public schools, and proximity to Boston.
-
B.
Barnstable Village
Barnstable Village is a historic seaside village on Cape Cod, Massachusetts, serving as the civic and cultural center of the town of Barnstable.
-
C.
Chilmark
Chilmark is a small, rural town on the island of Martha’s Vineyard in Massachusetts, known for its scenic landscapes, stone walls, and fishing village of Menemsha.
-
D.
Litchfield Hills
Litchfield Hills is a scenic region in northwestern Connecticut known for its rolling hills, historic towns, and rural New England charm.
-
E.
Town of Danvers
The Town of Danvers is a municipality in Essex County, Massachusetts, historically notable for its connection to the 1692 Salem witch trials and preservation of related heritage sites.
- 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_69a2e801e1d48190b505d1dd336b52ac |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2eef07e748190b05392778f3de980 |
completed | Feb. 28, 2026, 1:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4efc821b48190af6d3cd88ab3f980 |
completed | March 2, 2026, 2:02 a.m. |
| NEDg | Description generation | batch_69a4f0b6cb888190871d6072b4377acc |
completed | March 2, 2026, 2:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4f1249a008190bf787a29d9b14b52 |
completed | March 2, 2026, 2:08 a.m. |
Created at: Feb. 28, 2026, 1:11 p.m.