Triple
T6212961
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allegan County, Michigan |
E138913
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object |
M-40
M-40 is a state trunkline highway in Michigan that runs north–south through several counties, including Allegan County.
|
E575699
|
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-40 | Statement: [Allegan County, Michigan, hasMajorHighway, M-40]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M-40 Context triple: [Allegan County, Michigan, hasMajorHighway, M-40]
-
A.
M-45
M-45 is a major ring road in the Madrid metropolitan area that helps divert traffic around the city and connect several eastern suburbs.
-
B.
M-45
M-45 is a state highway in Michigan that runs east–west through the Grand Rapids area toward the Lake Michigan shoreline.
-
C.
M-46
M-46 is an east–west state trunkline highway in Michigan that spans much of the state's Lower Peninsula, connecting several communities across multiple counties.
-
D.
M40
M40 is a major British motorway linking London with Birmingham and the West Midlands.
-
E.
M-20
M-20 is a state trunkline highway in Michigan that runs east–west across the central part of the state, connecting communities such as Midland to the broader regional road network.
- 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-40 Triple: [Allegan County, Michigan, hasMajorHighway, M-40]
Generated description
M-40 is a state trunkline highway in Michigan that runs north–south through several counties, including Allegan County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M-40 Target entity description: M-40 is a state trunkline highway in Michigan that runs north–south through several counties, including Allegan County.
-
A.
M-45
M-45 is a major ring road in the Madrid metropolitan area that helps divert traffic around the city and connect several eastern suburbs.
-
B.
M-45
M-45 is a state highway in Michigan that runs east–west through the Grand Rapids area toward the Lake Michigan shoreline.
-
C.
M-46
M-46 is an east–west state trunkline highway in Michigan that spans much of the state's Lower Peninsula, connecting several communities across multiple counties.
-
D.
M40
M40 is a major British motorway linking London with Birmingham and the West Midlands.
-
E.
M-20
M-20 is a state trunkline highway in Michigan that runs east–west across the central part of the state, connecting communities such as Midland to the broader regional road network.
- 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_69c008ada364819096c9e92c74d639b5 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0628c52ec8190b9c62c7fdc0aa83b |
completed | March 22, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c16f5cf41c8190b4efb1dc0a4a0e5e |
completed | March 23, 2026, 4:50 p.m. |
| NEDg | Description generation | batch_69c1d54bffa881909edcd1342b8d8ce5 |
completed | March 24, 2026, 12:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1d7aec88081908bde0557888b5524 |
completed | March 24, 2026, 12:15 a.m. |
Created at: March 22, 2026, 4:21 p.m.