Triple
T1263543
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gaylord, Michigan |
E12552
|
entity |
| Predicate | transportInfrastructure |
P1777
|
FINISHED |
| Object |
served by M-32 (Michigan highway)
Served by M-32 (Michigan highway) is a state trunkline route in northern Michigan that provides an important east–west connection through communities such as Gaylord.
|
E145207
|
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: served by M-32 (Michigan highway) | Statement: [Gaylord, Michigan, transportInfrastructure, served by M-32 (Michigan highway)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: served by M-32 (Michigan highway) Context triple: [Gaylord, Michigan, transportInfrastructure, served by M-32 (Michigan highway)]
-
A.
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.
-
B.
M-39 (Southfield Freeway)
M-39, known as the Southfield Freeway, is a major north–south state highway in the Detroit metropolitan area that serves as a key commuter route through communities including Southfield and Dearborn, Michigan.
-
C.
M-153 (Ford Road)
M-153 (Ford Road) is a major east–west state trunkline and commercial corridor in the Detroit metropolitan area of Michigan.
-
D.
M27 motorway
The M27 motorway is a major road in southern England that runs east–west along the south coast, linking the New Forest area with Southampton and Portsmouth.
-
E.
M73 motorway
The M73 motorway is a short connector route in Scotland that links the M74 and M80 motorways and helps channel traffic around the eastern side of Glasgow.
- 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: served by M-32 (Michigan highway) Triple: [Gaylord, Michigan, transportInfrastructure, served by M-32 (Michigan highway)]
Generated description
Served by M-32 (Michigan highway) is a state trunkline route in northern Michigan that provides an important east–west connection through communities such as Gaylord.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: served by M-32 (Michigan highway) Target entity description: Served by M-32 (Michigan highway) is a state trunkline route in northern Michigan that provides an important east–west connection through communities such as Gaylord.
-
A.
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.
-
B.
M-39 (Southfield Freeway)
M-39, known as the Southfield Freeway, is a major north–south state highway in the Detroit metropolitan area that serves as a key commuter route through communities including Southfield and Dearborn, Michigan.
-
C.
M-153 (Ford Road)
M-153 (Ford Road) is a major east–west state trunkline and commercial corridor in the Detroit metropolitan area of Michigan.
-
D.
M27 motorway
The M27 motorway is a major road in southern England that runs east–west along the south coast, linking the New Forest area with Southampton and Portsmouth.
-
E.
M73 motorway
The M73 motorway is a short connector route in Scotland that links the M74 and M80 motorways and helps channel traffic around the eastern side of Glasgow.
- 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_69a4933352e08190ac617291985e76c0 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4bfc8d6908190a5b2cf1051cc6d5e |
completed | March 1, 2026, 10:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac9984c21c8190a1cec6c9d2df217a |
completed | March 7, 2026, 9:32 p.m. |
| NEDg | Description generation | batch_69ac9a6c81548190a1647ef797355d53 |
completed | March 7, 2026, 9:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac9ac980f48190a23da8b222ec7601 |
completed | March 7, 2026, 9:38 p.m. |
Created at: March 1, 2026, 7:50 p.m.