Triple
T21304488
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stockbridge, Michigan |
E525156
|
entity |
| Predicate | roadAccess |
P385
|
FINISHED |
| Object |
M-52 (Michigan highway)
M-52 is a north–south state trunkline highway in Michigan that runs through south-central parts of the state, connecting rural communities and small towns including Stockbridge.
|
E1477194
|
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-52 (Michigan highway) | Statement: [Stockbridge, Michigan, roadAccess, M-52 (Michigan highway)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M-52 (Michigan highway) Context triple: [Stockbridge, Michigan, roadAccess, M-52 (Michigan highway)]
-
A.
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.
-
B.
M-50 (Michigan highway)
M-50 is a state trunkline highway in Michigan that runs generally east–west across the southern part of the Lower Peninsula, connecting several communities and serving as a regional transportation route.
-
C.
M-59 (Michigan highway)
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.
-
D.
M-57 (Michigan highway)
M-57 is an east–west state trunkline highway in Michigan that runs across the central Lower Peninsula, connecting rural communities, townships, and regional routes.
-
E.
M-25 (Michigan highway)
M-25 is a state trunkline highway in Michigan that follows the shoreline of Lake Huron and Saginaw Bay, connecting several communities in the state's Thumb region.
- 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-52 (Michigan highway) Triple: [Stockbridge, Michigan, roadAccess, M-52 (Michigan highway)]
Generated description
M-52 is a north–south state trunkline highway in Michigan that runs through south-central parts of the state, connecting rural communities and small towns including Stockbridge.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M-52 (Michigan highway) Target entity description: M-52 is a north–south state trunkline highway in Michigan that runs through south-central parts of the state, connecting rural communities and small towns including Stockbridge.
-
A.
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.
-
B.
M-50 (Michigan highway)
M-50 is a state trunkline highway in Michigan that runs generally east–west across the southern part of the Lower Peninsula, connecting several communities and serving as a regional transportation route.
-
C.
M-59 (Michigan highway)
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.
-
D.
M-57 (Michigan highway)
M-57 is an east–west state trunkline highway in Michigan that runs across the central Lower Peninsula, connecting rural communities, townships, and regional routes.
-
E.
M-25 (Michigan highway)
M-25 is a state trunkline highway in Michigan that follows the shoreline of Lake Huron and Saginaw Bay, connecting several communities in the state's Thumb region.
- 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_69e0b518b8948190ad69cf9a8784d397 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e75aa212388190b367290526feb380 |
completed | April 21, 2026, 11:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a099ed32130819081479d9845d74ac3 |
completed | May 17, 2026, 10:56 a.m. |
| NEDg | Description generation | batch_6a099f69f1e08190bf96197fcf42b897 |
completed | May 17, 2026, 10:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a099feeda3481909d8020763f32d430 |
completed | May 17, 2026, 11:01 a.m. |
Created at: April 16, 2026, 4:05 p.m.