Triple
T11970835
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bergland, Michigan |
E284913
|
entity |
| Predicate | hasTransportationRoute |
P385
|
FINISHED |
| Object |
Michigan State Highway M-64
Michigan State Highway M-64 is a north–south state trunkline in Michigan’s Upper Peninsula that runs through several rural communities and scenic areas, including Bergland.
|
E968946
|
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: Michigan State Highway M-64 | Statement: [Bergland, Michigan, hasTransportationRoute, Michigan State Highway M-64]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michigan State Highway M-64 Context triple: [Bergland, Michigan, hasTransportationRoute, Michigan State Highway M-64]
-
A.
Michigan State Highway M-28
Michigan State Highway M-28 is a major east–west state trunkline highway that spans Michigan’s Upper Peninsula, connecting numerous rural communities and serving as a key regional transportation corridor.
-
B.
Michigan State Highway M-32
Michigan State Highway M-32 is an east–west state trunkline highway in northern Michigan that connects several communities across the northern Lower Peninsula.
-
C.
Michigan State Highway M-21
Michigan State Highway M-21 is an east–west state trunkline in Michigan that connects several communities across the western and central parts of the state.
-
D.
Michigan Highway M-104
Michigan Highway M-104 is a state trunkline highway in western Michigan that connects the Grand Haven area to nearby inland communities and major routes.
-
E.
Michigan State Highway 55
Michigan State Highway 55 is an east–west state trunkline highway in Michigan’s Lower Peninsula that connects several communities, including passing through Cadillac.
- 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: Michigan State Highway M-64 Triple: [Bergland, Michigan, hasTransportationRoute, Michigan State Highway M-64]
Generated description
Michigan State Highway M-64 is a north–south state trunkline in Michigan’s Upper Peninsula that runs through several rural communities and scenic areas, including Bergland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michigan State Highway M-64 Target entity description: Michigan State Highway M-64 is a north–south state trunkline in Michigan’s Upper Peninsula that runs through several rural communities and scenic areas, including Bergland.
-
A.
Michigan State Highway M-28
Michigan State Highway M-28 is a major east–west state trunkline highway that spans Michigan’s Upper Peninsula, connecting numerous rural communities and serving as a key regional transportation corridor.
-
B.
Michigan State Highway M-32
Michigan State Highway M-32 is an east–west state trunkline highway in northern Michigan that connects several communities across the northern Lower Peninsula.
-
C.
Michigan State Highway M-21
Michigan State Highway M-21 is an east–west state trunkline in Michigan that connects several communities across the western and central parts of the state.
-
D.
Michigan Highway M-104
Michigan Highway M-104 is a state trunkline highway in western Michigan that connects the Grand Haven area to nearby inland communities and major routes.
-
E.
Michigan State Highway 55
Michigan State Highway 55 is an east–west state trunkline highway in Michigan’s Lower Peninsula that connects several communities, including passing through Cadillac.
- 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_69d6ab2eaeb881909f7914758f859413 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9037d32e88190b1509285dc907d29 |
completed | April 10, 2026, 2:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60a5b024c81909e4ccfd7dec7edb3 |
completed | May 2, 2026, 2:29 p.m. |
| NEDg | Description generation | batch_69f60bda16e48190af8abc0aa8ef41f0 |
completed | May 2, 2026, 2:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60cd1668881908f43d895fcfba0aa |
completed | May 2, 2026, 2:40 p.m. |
Created at: April 8, 2026, 9:46 p.m.