Triple
T19389961
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sherborn Fire Department |
E485038
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
municipal government of Sherborn, Massachusetts
The municipal government of Sherborn, Massachusetts is the local governing body responsible for providing public services, enacting policies, and overseeing departments such as public safety, public works, and community planning within the town.
|
E1373359
|
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: municipal government of Sherborn, Massachusetts | Statement: [Sherborn Fire Department, partOf, municipal government of Sherborn, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: municipal government of Sherborn, Massachusetts Context triple: [Sherborn Fire Department, partOf, municipal government of Sherborn, Massachusetts]
-
A.
municipal government of Bourne, Massachusetts
The municipal government of Bourne, Massachusetts is the local governing body responsible for providing public services, law enforcement, and administration for the town of Bourne on Cape Cod.
-
B.
municipal government of Melrose, Massachusetts
The municipal government of Melrose, Massachusetts is the local governing body responsible for providing public services, managing city operations, and overseeing community institutions within the city of Melrose.
-
C.
municipal government of Bedford, Massachusetts
The municipal government of Bedford, Massachusetts is the local governing body responsible for providing public services, enacting policies, and managing the town’s budget and community resources.
-
D.
Sherborn Recreation Commission
The Sherborn Recreation Commission is a local municipal body responsible for overseeing and managing recreational facilities, programs, and activities in the town of Sherborn, Massachusetts.
-
E.
municipal government of Marlborough, Massachusetts
The municipal government of Marlborough, Massachusetts is the local governing body responsible for administering city services, managing public resources, and overseeing community institutions such as the public library for residents of Marlborough.
- 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: municipal government of Sherborn, Massachusetts Triple: [Sherborn Fire Department, partOf, municipal government of Sherborn, Massachusetts]
Generated description
The municipal government of Sherborn, Massachusetts is the local governing body responsible for providing public services, enacting policies, and overseeing departments such as public safety, public works, and community planning within the town.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: municipal government of Sherborn, Massachusetts Target entity description: The municipal government of Sherborn, Massachusetts is the local governing body responsible for providing public services, enacting policies, and overseeing departments such as public safety, public works, and community planning within the town.
-
A.
municipal government of Bourne, Massachusetts
The municipal government of Bourne, Massachusetts is the local governing body responsible for providing public services, law enforcement, and administration for the town of Bourne on Cape Cod.
-
B.
municipal government of Melrose, Massachusetts
The municipal government of Melrose, Massachusetts is the local governing body responsible for providing public services, managing city operations, and overseeing community institutions within the city of Melrose.
-
C.
municipal government of Bedford, Massachusetts
The municipal government of Bedford, Massachusetts is the local governing body responsible for providing public services, enacting policies, and managing the town’s budget and community resources.
-
D.
Sherborn Recreation Commission
The Sherborn Recreation Commission is a local municipal body responsible for overseeing and managing recreational facilities, programs, and activities in the town of Sherborn, Massachusetts.
-
E.
municipal government of Marlborough, Massachusetts
The municipal government of Marlborough, Massachusetts is the local governing body responsible for administering city services, managing public resources, and overseeing community institutions such as the public library for residents of Marlborough.
- 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_69d8e8d460d88190abf0591c5c9d2b0c |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e61b4328448190b6347c41265e820c |
completed | April 20, 2026, 12:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a072b874ad48190805f5887cfcfc714 |
completed | May 15, 2026, 2:19 p.m. |
| NEDg | Description generation | batch_6a072db228448190b299b24da15c3a0b |
completed | May 15, 2026, 2:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a072ea5e0208190ad833ecd45f80559 |
completed | May 15, 2026, 2:33 p.m. |
Created at: April 10, 2026, 1:36 p.m.