Triple
T590754
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Littleton Fire Department |
E17262
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Town of Littleton municipal government |
E2879
|
NE FINISHED |
How this triple was built (2 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 Littleton municipal government | Statement: [Littleton Fire Department, partOf, Town of Littleton municipal government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Town of Littleton municipal government Context triple: [Littleton Fire Department, partOf, Town of Littleton municipal government]
-
A.
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.
-
B.
Littleton Public Schools (Massachusetts)
Littleton Public Schools (Massachusetts) is the public school district that serves students in the town of Littleton, Massachusetts, providing K–12 education through its local schools.
-
C.
Littleton Fire Department
The Littleton Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and emergency medical response in Littleton, Massachusetts.
-
D.
Littleton Town Hall
Littleton Town Hall is the central municipal building in Littleton, Massachusetts, housing the town’s government offices and public meeting spaces.
-
E.
Littleton
chosen
Littleton is a suburban town in Middlesex County, Massachusetts, located northwest of Boston.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a49379d09c8190ac7e00b24e2810b1 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49bb8ff0081909cd53d88930e2693 |
completed | March 1, 2026, 8:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a518c44ef0819088048289ed31246f |
completed | March 2, 2026, 4:57 a.m. |
Created at: March 1, 2026, 7:33 p.m.