Triple
T53106
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thompsonville, Newton |
E1044
|
entity |
| Predicate | publicServicesProvidedBy |
P1294
|
FINISHED |
| Object | City of Newton |
E35940
|
NE FINISHED |
How this triple was built (3 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: City of Newton | Statement: [Thompsonville, Newton, publicServicesProvidedBy, City of Newton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Newton Context triple: [Thompsonville, Newton, publicServicesProvidedBy, City of Newton]
-
A.
City of Newton, Massachusetts
chosen
The City of Newton, Massachusetts is a suburban municipality just west of Boston, known for its village-style neighborhoods, strong public schools, and affluent residential character.
-
B.
Newtonville
Newtonville is a residential and commercial village within the city of Newton, Massachusetts, known for its commuter rail access and small-town center.
-
C.
West Newton
West Newton is a residential village and historic neighborhood within the city of Newton, Massachusetts.
-
D.
West Newton
West Newton is a small village in Norfolk, England, known for its rural character and proximity to the royal Sandringham Estate.
-
E.
Waban, Newton
Waban is a village and residential neighborhood within the city of Newton, Massachusetts, known for its suburban character and historic homes.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: publicServicesProvidedBy Context triple: [Thompsonville, Newton, publicServicesProvidedBy, City of Newton]
-
A.
servedByService
chosen
Indicates that something is provided, handled, or fulfilled by a particular service.
-
B.
primaryServes
Indicates that one entity’s main or principal function is to serve, support, or provide service to another entity.
-
C.
sectorServed
Indicates the industry or economic sector that an entity primarily serves or targets with its activities, products, or services.
-
D.
typeOfSupport
Indicates the kind or category of assistance, help, or backing provided in a given context.
-
E.
operatesBy
Indicates that an entity performs its function, action, or process through the use or application of another entity (e.g., a method, mechanism, or principle).
- F. None of above.
Provenance (4 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_69a2480baefc81909951b14058479aa2 |
completed | Feb. 28, 2026, 1:42 a.m. |
| NER | Named-entity recognition | batch_69a24c709c248190bcd442c8d508e48c |
completed | Feb. 28, 2026, 2:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac59853e0c8190843abd8859c32380 |
completed | March 7, 2026, 4:59 p.m. |
| PD | Predicate disambiguation | batch_69a24ac3c8dc819099849023bdaa35a9 |
completed | Feb. 28, 2026, 1:54 a.m. |
Created at: Feb. 28, 2026, 1:47 a.m.