Triple
T386621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milton, Massachusetts |
E8791
|
entity |
| Predicate | hasEmergencyService |
P464
|
FINISHED |
| Object |
Milton Police Department
The Milton Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the town of Milton, Massachusetts.
|
E48673
|
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: Milton Police Department | Statement: [Milton, Massachusetts, hasEmergencyService, Milton Police Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milton Police Department Context triple: [Milton, Massachusetts, hasEmergencyService, Milton Police Department]
-
A.
Newton Police Department
The Newton Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Newton, Massachusetts.
-
B.
Littleton Police Department
The Littleton Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the town of Littleton, Massachusetts.
-
C.
Newton Fire Department
Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
-
D.
Belton Police Department
The Belton Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Belton, Missouri.
-
E.
Massachusetts State Police
The Massachusetts State Police is the statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety across the Commonwealth of Massachusetts.
- 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: Milton Police Department Triple: [Milton, Massachusetts, hasEmergencyService, Milton Police Department]
Generated description
The Milton Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the town of Milton, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milton Police Department Target entity description: The Milton Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the town of Milton, Massachusetts.
-
A.
Newton Police Department
The Newton Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Newton, Massachusetts.
-
B.
Littleton Police Department
The Littleton Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the town of Littleton, Massachusetts.
-
C.
Newton Fire Department
Newton Fire Department is the municipal fire and emergency response agency serving the city of Newton, Massachusetts, including the Thompsonville neighborhood.
-
D.
Belton Police Department
The Belton Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Belton, Missouri.
-
E.
Massachusetts State Police
The Massachusetts State Police is the statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety across the Commonwealth of Massachusetts.
- 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_69a2e7f47dd08190a4e294ccbbe46cd4 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ee2b0ec481908fac41a4e1d20468 |
completed | Feb. 28, 2026, 1:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3fe9755c08190a6f046ca56531df5 |
completed | March 1, 2026, 8:53 a.m. |
| NEDg | Description generation | batch_69a3ff1563688190bd5a41ea3c4726a5 |
completed | March 1, 2026, 8:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3ffb7c1f8819084d07b54e1688290 |
completed | March 1, 2026, 8:58 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.