Triple
T14428924
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lakeville, Massachusetts |
E357769
|
entity |
| Predicate | primaryWaterSupplyFor |
P4102
|
FINISHED |
| Object | City of New Bedford |
E22099
|
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 New Bedford | Statement: [Lakeville, Massachusetts, primaryWaterSupplyFor, City of New Bedford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of New Bedford Context triple: [Lakeville, Massachusetts, primaryWaterSupplyFor, City of New Bedford]
-
A.
New Bedford, Massachusetts
chosen
New Bedford, Massachusetts is a historic coastal city in southeastern Massachusetts known for its prominent 19th-century whaling industry and working waterfront.
-
B.
City of Newport
The City of Newport is a major urban center and historic port in South East Wales, known for its industrial heritage and landmark Transporter Bridge.
-
C.
Greater New Bedford
Greater New Bedford is a metropolitan region in southeastern Massachusetts centered on the historic port city of New Bedford and its surrounding communities.
-
D.
City of Malden
The City of Malden is an urban municipality in Middlesex County, Massachusetts, located just north of Boston and known for its diverse population and residential neighborhoods.
-
E.
Freetown, Massachusetts
Freetown, Massachusetts is a small historic town in Bristol County known for its rural character, forests, and the reputedly haunted Freetown-Fall River State Forest.
- 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: primaryWaterSupplyFor Context triple: [Lakeville, Massachusetts, primaryWaterSupplyFor, City of New Bedford]
-
A.
sourceOfWaterSupply
Indicates that one entity serves as the origin or provider of another entity’s water supply.
-
B.
waterSourceDedicatedTo
Indicates that a particular water source is specifically allocated or reserved for a designated use, group, or purpose.
-
C.
waterSupplyShare
Indicates the proportion of a total water supply that is allocated to or used by a particular entity.
-
D.
waterSourceType
Indicates the kind or category of source from which water is obtained.
-
E.
waterSource
chosen
Indicates that one entity serves as the source or provider of water for another entity.
- 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_69d8279402a88190821ffa39ae15bccf |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91154de881909266ae88d1545685 |
completed | April 14, 2026, 7:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5bd1c4d0819085edb9ed22128b68 |
completed | May 8, 2026, 3:43 a.m. |
| PD | Predicate disambiguation | batch_69de5c30467881908e770e3940295641 |
completed | April 14, 2026, 3:24 p.m. |
Created at: April 10, 2026, 1:18 a.m.