Triple
T17848729
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luzerne, Michigan |
E445733
|
entity |
| Predicate | locatedOn |
P40
|
FINISHED |
| Object |
Michigan State Highway M-72
Michigan State Highway M-72 is an east–west state trunkline in Michigan that traverses the northern Lower Peninsula, connecting several small communities and recreational areas across the region.
|
E1293085
|
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-72 | Statement: [Luzerne, Michigan, locatedOn, Michigan State Highway M-72]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michigan State Highway M-72 Context triple: [Luzerne, Michigan, locatedOn, Michigan State Highway M-72]
-
A.
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.
-
B.
Michigan State Highway M-52
Michigan State Highway M-52 is a north–south state trunkline in Michigan that connects several communities in the southern and central parts of the state, including the village of Dexter.
-
C.
Michigan State Highway M-37
Michigan State Highway M-37 is a north–south state trunkline route in Michigan that runs from the Grand Rapids area northward through several communities to the Traverse City region.
-
D.
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.
-
E.
Michigan State Highway M-51
Michigan State Highway M-51 is a north–south state trunkline in southwestern Michigan that connects the city of Niles with other regional routes and communities.
- 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-72 Triple: [Luzerne, Michigan, locatedOn, Michigan State Highway M-72]
Generated description
Michigan State Highway M-72 is an east–west state trunkline in Michigan that traverses the northern Lower Peninsula, connecting several small communities and recreational areas across the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michigan State Highway M-72 Target entity description: Michigan State Highway M-72 is an east–west state trunkline in Michigan that traverses the northern Lower Peninsula, connecting several small communities and recreational areas across the region.
-
A.
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.
-
B.
Michigan State Highway M-52
Michigan State Highway M-52 is a north–south state trunkline in Michigan that connects several communities in the southern and central parts of the state, including the village of Dexter.
-
C.
Michigan State Highway M-37
Michigan State Highway M-37 is a north–south state trunkline route in Michigan that runs from the Grand Rapids area northward through several communities to the Traverse City region.
-
D.
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.
-
E.
Michigan State Highway M-51
Michigan State Highway M-51 is a north–south state trunkline in southwestern Michigan that connects the city of Niles with other regional routes and communities.
- 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_69d8b9f26f18819089c9e43250bee6ae |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e48ffd7e2c81909a42cc7ab64e7db9 |
completed | April 19, 2026, 8:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0313c8942c8190bbe08068e4beced7 |
completed | May 12, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_6a031493fcb881909f0840d6a3a4ce92 |
completed | May 12, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a031599f7e0819097f0b9fe890d8731 |
completed | May 12, 2026, 11:57 a.m. |
Created at: April 10, 2026, 10:16 a.m.