Triple
T15367758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milford, Michigan, United States |
E367460
|
entity |
| Predicate | transportServedBy |
P1298
|
FINISHED |
| Object | Michigan State Highway M-59 (nearby) |
E265261
|
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: Michigan State Highway M-59 (nearby) | Statement: [Milford, Michigan, United States, transportServedBy, Michigan State Highway M-59 (nearby)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michigan State Highway M-59 (nearby) Context triple: [Milford, Michigan, United States, transportServedBy, Michigan State Highway M-59 (nearby)]
-
A.
M-59 (Michigan highway)
chosen
M-59 is a major east–west state trunkline highway in Michigan that serves as a key transportation corridor through the northern suburbs of the Detroit metropolitan area.
-
B.
Michigan State Highway 120 (M-120) (nearby)
Michigan State Highway 120 (M-120) is a state trunkline route in western Michigan that connects communities near Whitehall to the Muskegon area and other regional highways.
-
C.
M-5 (Michigan highway)
M-5 is a state trunkline highway in the Detroit metropolitan area of Michigan that serves as a major northwest–southeast commuter and connector route.
-
D.
Michigan state highway M-121
Michigan state highway M-121 is a state trunkline route in western Michigan that serves as a key east–west connector between communities such as Zeeland and the Grand Rapids metropolitan area.
-
E.
M-115 (Michigan highway)
M-115 is a state trunkline highway in Michigan that runs diagonally across the central part of the Lower Peninsula, connecting several rural communities and recreational areas.
- 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_69d85a1483788190ad93c2748e8af34b |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e4a7cdc8190b7b48c97e774c306 |
completed | April 16, 2026, 1:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff0b4e968c8190a16824ee3ede13b2 |
completed | May 9, 2026, 10:24 a.m. |
Created at: April 10, 2026, 3:18 a.m.