Triple
T16380424
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southfield, Michigan |
E397790
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Redford Township, Michigan |
E145557
|
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: Redford Township, Michigan | Statement: [Southfield, Michigan, borders, Redford Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Redford Township, Michigan Context triple: [Southfield, Michigan, borders, Redford Township, Michigan]
-
A.
Redford Township, Michigan
chosen
Redford Township, Michigan is a suburban charter township in the Detroit metropolitan area known for its residential neighborhoods, parks, and proximity to the city of Detroit.
-
B.
Redford, Michigan
Redford, Michigan is a suburban charter township in Wayne County, near Detroit, known for its residential neighborhoods and local parks along the Rouge River.
-
C.
Berrien Township, Michigan
Berrien Township, Michigan is a rural civil township in Berrien County known for its agricultural landscape and small-community character in the southwestern part of the state.
-
D.
Republic Township, Michigan
Republic Township, Michigan is a small rural community in Michigan's Upper Peninsula known for its forests, lakes, and outdoor recreation opportunities.
-
E.
Grand Rapids Township, Michigan
Grand Rapids Township, Michigan is a suburban charter township in Kent County that forms part of the Grand Rapids metropolitan area.
- 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_69d87f2880b48190ae1a9673a3bbef80 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e319db5b648190a8fca23518a1fb39 |
completed | April 18, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00606fe9dc8190a336dc17f16f0ab4 |
completed | May 10, 2026, 10:39 a.m. |
Created at: April 10, 2026, 5:08 a.m.