Triple
T13687412
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Barnstable government |
E328166
|
entity |
| Predicate | subdivision |
P747
|
FINISHED |
| Object |
Barnstable Planning and Development Department
The Barnstable Planning and Development Department is a municipal agency responsible for guiding land use, zoning, and community development initiatives within the Town of Barnstable, Massachusetts.
|
E1054456
|
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: Barnstable Planning and Development Department | Statement: [Town of Barnstable government, subdivision, Barnstable Planning and Development Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barnstable Planning and Development Department Context triple: [Town of Barnstable government, subdivision, Barnstable Planning and Development Department]
-
A.
Barnstable Police Department
The Barnstable Police Department is the municipal law enforcement agency responsible for public safety and policing services in the town of Barnstable, including the village of Hyannis, Massachusetts.
-
B.
Town of Barnstable government
The Town of Barnstable government is the municipal authority responsible for administering local services, regulations, and policies for the communities within Barnstable, Massachusetts, including Osterville.
-
C.
Barnstable County Sheriff’s Office
The Barnstable County Sheriff’s Office is the primary law enforcement and corrections agency serving Barnstable County, Massachusetts, responsible for operating the county jail and providing public safety services across the region.
-
D.
Barnstable Town Council
Barnstable Town Council is the legislative and policy-making body for the Town of Barnstable, which includes the village of Hyannis in Massachusetts.
-
E.
Barnstable Historical Society
The Barnstable Historical Society is a local organization dedicated to preserving and interpreting the history and heritage of Barnstable, Massachusetts through collections, exhibits, and educational programs.
- 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: Barnstable Planning and Development Department Triple: [Town of Barnstable government, subdivision, Barnstable Planning and Development Department]
Generated description
The Barnstable Planning and Development Department is a municipal agency responsible for guiding land use, zoning, and community development initiatives within the Town of Barnstable, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barnstable Planning and Development Department Target entity description: The Barnstable Planning and Development Department is a municipal agency responsible for guiding land use, zoning, and community development initiatives within the Town of Barnstable, Massachusetts.
-
A.
Barnstable Police Department
The Barnstable Police Department is the municipal law enforcement agency responsible for public safety and policing services in the town of Barnstable, including the village of Hyannis, Massachusetts.
-
B.
Town of Barnstable government
The Town of Barnstable government is the municipal authority responsible for administering local services, regulations, and policies for the communities within Barnstable, Massachusetts, including Osterville.
-
C.
Barnstable County Sheriff’s Office
The Barnstable County Sheriff’s Office is the primary law enforcement and corrections agency serving Barnstable County, Massachusetts, responsible for operating the county jail and providing public safety services across the region.
-
D.
Barnstable Town Council
Barnstable Town Council is the legislative and policy-making body for the Town of Barnstable, which includes the village of Hyannis in Massachusetts.
-
E.
Barnstable Historical Society
The Barnstable Historical Society is a local organization dedicated to preserving and interpreting the history and heritage of Barnstable, Massachusetts through collections, exhibits, and educational programs.
- 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_69d8076ff62081908a7bd79889edd7a0 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc670968881908e2b4fdf656c7285 |
completed | April 12, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7944981ec8190be5ff39b7c2c70ab |
completed | May 3, 2026, 6:30 p.m. |
| NEDg | Description generation | batch_69f795e361c48190b37060312e7df181 |
completed | May 3, 2026, 6:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f796e5c60c8190a19389bc4cdbd658 |
completed | May 3, 2026, 6:41 p.m. |
Created at: April 9, 2026, 9:53 p.m.