Triple
T2774817
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Houghton, Michigan |
E61542
|
entity |
| Predicate | hasTransportationRoute |
P385
|
FINISHED |
| Object |
M-26 (Michigan highway)
M-26 is a state trunkline highway in Michigan’s Upper Peninsula that serves as a key route through the Keweenaw Peninsula, connecting communities such as Houghton and providing access to scenic Lake Superior shoreline areas.
|
E297398
|
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-26 (Michigan highway) | Statement: [Houghton, Michigan, hasTransportationRoute, M-26 (Michigan highway)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M-26 (Michigan highway) Context triple: [Houghton, Michigan, hasTransportationRoute, M-26 (Michigan highway)]
-
A.
M-20 (Michigan highway)
M-20 is an east–west state trunkline highway in Michigan that runs across the central part of the Lower Peninsula, connecting communities such as Big Rapids and Mount Pleasant to US-131 and US-10.
-
B.
M-28 (Michigan highway)
M-28 is a major east–west state trunkline highway in Michigan’s Upper Peninsula that serves as a key route through communities such as Marquette.
-
C.
M-35 (Michigan highway)
M-35 is a state trunkline highway in Michigan’s Upper Peninsula that runs along the shore of Green Bay and Lake Michigan, connecting communities such as Menominee with other regional destinations.
-
D.
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.
-
E.
M-69
M-69 is a state trunkline highway in Michigan’s Upper Peninsula that runs east–west through rural areas including Delta County.
- 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-26 (Michigan highway) Triple: [Houghton, Michigan, hasTransportationRoute, M-26 (Michigan highway)]
Generated description
M-26 is a state trunkline highway in Michigan’s Upper Peninsula that serves as a key route through the Keweenaw Peninsula, connecting communities such as Houghton and providing access to scenic Lake Superior shoreline areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M-26 (Michigan highway) Target entity description: M-26 is a state trunkline highway in Michigan’s Upper Peninsula that serves as a key route through the Keweenaw Peninsula, connecting communities such as Houghton and providing access to scenic Lake Superior shoreline areas.
-
A.
M-20 (Michigan highway)
M-20 is an east–west state trunkline highway in Michigan that runs across the central part of the Lower Peninsula, connecting communities such as Big Rapids and Mount Pleasant to US-131 and US-10.
-
B.
M-28 (Michigan highway)
M-28 is a major east–west state trunkline highway in Michigan’s Upper Peninsula that serves as a key route through communities such as Marquette.
-
C.
M-35 (Michigan highway)
M-35 is a state trunkline highway in Michigan’s Upper Peninsula that runs along the shore of Green Bay and Lake Michigan, connecting communities such as Menominee with other regional destinations.
-
D.
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.
-
E.
M-69
M-69 is a state trunkline highway in Michigan’s Upper Peninsula that runs east–west through rural areas including Delta County.
- 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_69ab4b7cd13481909174bca9809ed259 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd7f9570819087f1b1cb59d68586 |
completed | March 7, 2026, 8:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc058c8a48190bbd151251678b4ee |
completed | March 10, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69afc15513f48190a22f83571be2e0bd |
completed | March 10, 2026, 6:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc1c9440c8190abf9dc063109af45 |
completed | March 10, 2026, 7:01 a.m. |
Created at: March 6, 2026, 9:57 p.m.