Triple
T13687409
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Barnstable government |
E328166
|
entity |
| Predicate | subdivision |
P747
|
FINISHED |
| Object |
Barnstable Department of Public Works
The Barnstable Department of Public Works is the municipal agency responsible for maintaining and managing the Town of Barnstable’s infrastructure, including roads, public facilities, and related services.
|
E1054455
|
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 Department of Public Works | Statement: [Town of Barnstable government, subdivision, Barnstable Department of Public Works]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barnstable Department of Public Works Context triple: [Town of Barnstable government, subdivision, Barnstable Department of Public Works]
-
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.
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.
-
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 Hall
Barnstable Town Hall is the central municipal building that houses the local government offices and administrative functions for the town of Barnstable, Massachusetts.
-
E.
West Barnstable Community Building
The West Barnstable Community Building is a local civic facility in West Barnstable, Massachusetts, used for public meetings, events, and community activities.
- 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 Department of Public Works Triple: [Town of Barnstable government, subdivision, Barnstable Department of Public Works]
Generated description
The Barnstable Department of Public Works is the municipal agency responsible for maintaining and managing the Town of Barnstable’s infrastructure, including roads, public facilities, and related services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barnstable Department of Public Works Target entity description: The Barnstable Department of Public Works is the municipal agency responsible for maintaining and managing the Town of Barnstable’s infrastructure, including roads, public facilities, and related services.
-
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.
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.
-
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 Hall
Barnstable Town Hall is the central municipal building that houses the local government offices and administrative functions for the town of Barnstable, Massachusetts.
-
E.
West Barnstable Community Building
The West Barnstable Community Building is a local civic facility in West Barnstable, Massachusetts, used for public meetings, events, and community activities.
- 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.