Triple
T12383897
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Auburn Hills, Michigan |
E295810
|
entity |
| Predicate | hasNearbyCity |
P350
|
FINISHED |
| Object | Troy, Michigan |
E513535
|
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: Troy, Michigan | Statement: [Auburn Hills, Michigan, hasNearbyCity, Troy, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Troy, Michigan Context triple: [Auburn Hills, Michigan, hasNearbyCity, Troy, Michigan]
-
A.
Troy, Michigan
chosen
Troy, Michigan is a major suburban city in the Detroit metropolitan area known for its strong business community, shopping centers, and highly rated schools.
-
B.
Trenton, Michigan
Trenton, Michigan is a small city in southeastern Michigan along the Detroit River, known for its industrial history, riverfront parks, and role as part of the Downriver suburban communities near Detroit.
-
C.
Atlanta, Michigan
Atlanta, Michigan is a small unincorporated community in northern Michigan known for its outdoor recreation and role as the administrative center of Montmorency County.
-
D.
Hamilton, Michigan
Hamilton, Michigan is a small unincorporated community and census-designated place in Allegan County known for its rural character and agricultural surroundings.
-
E.
Birmingham, Michigan
Birmingham, Michigan is an affluent suburban city in the Detroit metropolitan area known for its upscale shopping district, walkable downtown, and high quality of life.
- 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_69d6ad9e653c8190b1473c860ee53dae |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d93fbc3f608190b0ee3c4f304a94db |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa11c81f481909129eef69e47d079 |
completed | May 9, 2026, 9:03 p.m. |
Created at: April 8, 2026, 9:54 p.m.