Triple
T10519967
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livingston County, Michigan |
E248139
|
entity |
| Predicate | largestMunicipalityByPopulation |
P163
|
FINISHED |
| Object | Brighton, Michigan |
E442669
|
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: Brighton, Michigan | Statement: [Livingston County, Michigan, largestMunicipalityByPopulation, Brighton, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brighton, Michigan Context triple: [Livingston County, Michigan, largestMunicipalityByPopulation, Brighton, Michigan]
-
A.
Brighton, Michigan
chosen
Brighton, Michigan is a small city in southeastern Michigan known for its suburban character, recreational lakes, and proximity to the Detroit metropolitan area.
-
B.
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.
-
C.
Bloomingdale, Michigan
Bloomingdale, Michigan is a small rural village in Allegan County known for its quiet residential character and proximity to southwestern Michigan’s lakes and farmland.
-
D.
Bellevue, Michigan
Bellevue, Michigan is a small rural village in south-central Michigan known for its historic charm and tight-knit community.
-
E.
Fremont, Michigan
Fremont, Michigan is a small city in western Michigan known as the birthplace of Gerber Products Company and a center of the baby food industry.
- 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_69d381c4aa948190942e1d803143fb0e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d509de0b3081909bec337aa8ff193e |
completed | April 7, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d90e063e948190b2f7cbae05d9ea61 |
completed | April 10, 2026, 2:49 p.m. |
Created at: April 6, 2026, 12:28 p.m.