Triple
T3513951
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atco |
E74260
|
entity |
| Predicate | unincorporatedIn |
P33259
|
FINISHED |
| Object | Waterford Township |
E366414
|
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: Waterford Township | Statement: [Atco, unincorporatedIn, Waterford Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waterford Township Context triple: [Atco, unincorporatedIn, Waterford Township]
-
A.
Waterford Township
chosen
Waterford Township is a municipality in Camden County, New Jersey, known for its suburban communities and proximity to the Pine Barrens.
-
B.
Redford Township
Redford Township is a suburban community in southeastern Michigan that borders the city of Detroit and functions largely as a residential area within the Detroit metropolitan region.
-
C.
Warren Township
Warren Township is a rural civil township located within Poweshiek County in the U.S. state of Iowa.
-
D.
Florence Township
Florence Township is a New Jersey municipality along the Delaware River known for its residential communities, industrial areas, and service by regional rail transit.
-
E.
Milton Township
Milton Township is a civil township in DuPage County, Illinois, encompassing communities such as Wheaton and Glen Ellyn in the Chicago metropolitan area.
- 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: unincorporatedIn Context triple: [Atco, unincorporatedIn, Waterford Township]
-
A.
isUnincorporatedCommunity
chosen
Indicates that a place is an unincorporated community, meaning it is a settled area not governed by its own municipal corporation but administered as part of a larger jurisdiction.
-
B.
notIncorporatedAs
Indicates that an entity has not been legally formed, registered, or recognized as a corporation or similar incorporated organization.
-
C.
hasUnincorporatedCommunity
Indicates that one administrative or geographic entity contains or is associated with an unincorporated community within its boundaries.
-
D.
isFormerlyUnincorporated
Indicates that an entity previously had the legal or administrative status of being unincorporated but has since become incorporated.
-
E.
isIncorporatedPlace
Indicates that a location is a legally established, self-governing municipal entity (such as a city, town, or village) recognized as an incorporated place.
- 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_69ad85cfb5c881909c9a2edd9d6043cc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbc2efa4c8190ac1ca221f3f0eba4 |
completed | March 8, 2026, 6:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b38bc4e9988190921d193e84e53bf1 |
completed | March 13, 2026, 4 a.m. |
| PD | Predicate disambiguation | batch_69adae0e770481908528fa35eda53003 |
completed | March 8, 2026, 5:12 p.m. |
Created at: March 8, 2026, 3:19 p.m.