Triple
T16240106
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Davison, Michigan |
E394219
|
entity |
| Predicate | hasTransportationAccess |
P1298
|
FINISHED |
| Object |
M-15 (Michigan highway)
M-15 is a north–south state trunkline highway in eastern Michigan that connects several communities between the Detroit metropolitan area and the Bay City region.
|
E1202260
|
NE FINISHED |
How this triple was built (4 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: M-15 (Michigan highway) | Statement: [Davison, Michigan, hasTransportationAccess, M-15 (Michigan highway)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M-15 (Michigan highway) Context triple: [Davison, Michigan, hasTransportationAccess, M-15 (Michigan highway)]
-
A.
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.
-
B.
M-18 (Michigan highway)
M-18 is a north–south state trunkline highway in Michigan that runs through the central part of the Lower Peninsula, connecting several rural communities and recreational areas.
-
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.
M-14 (Michigan highway)
M-14 is a major east–west state highway in southeastern Michigan that connects Ann Arbor with the western suburbs of Detroit and serves as an important commuter and regional traffic route.
-
E.
M-11 (Michigan highway)
M-11 is an east–west state trunkline highway in western Michigan that serves the Grand Rapids metropolitan area.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: M-15 (Michigan highway) Triple: [Davison, Michigan, hasTransportationAccess, M-15 (Michigan highway)]
Generated description
M-15 is a north–south state trunkline highway in eastern Michigan that connects several communities between the Detroit metropolitan area and the Bay City region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M-15 (Michigan highway) Target entity description: M-15 is a north–south state trunkline highway in eastern Michigan that connects several communities between the Detroit metropolitan area and the Bay City region.
-
A.
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.
-
B.
M-18 (Michigan highway)
M-18 is a north–south state trunkline highway in Michigan that runs through the central part of the Lower Peninsula, connecting several rural communities and recreational areas.
-
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.
M-14 (Michigan highway)
M-14 is a major east–west state highway in southeastern Michigan that connects Ann Arbor with the western suburbs of Detroit and serves as an important commuter and regional traffic route.
-
E.
M-11 (Michigan highway)
M-11 is an east–west state trunkline highway in western Michigan that serves the Grand Rapids metropolitan area.
- F. None of above. chosen
Provenance (5 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_69d87f2171208190951025e526947816 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2455d5270819090171d4207223a28 |
completed | April 17, 2026, 2:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a000edd1ed08190aa0211c3b17a918e |
completed | May 10, 2026, 4:51 a.m. |
| NEDg | Description generation | batch_6a00108fdda88190bf510d04f4cc73f1 |
completed | May 10, 2026, 4:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0011559b748190ad406263889514a4 |
completed | May 10, 2026, 5:02 a.m. |
Created at: April 10, 2026, 5:04 a.m.