Triple
T915545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kent County, Michigan |
E19760
|
entity |
| Predicate | containsU.S.Highway |
P385
|
FINISHED |
| Object |
U.S. Route 131
U.S. Route 131 is a north–south United States highway in Michigan that runs from the Indiana state line through cities such as Kalamazoo and Grand Rapids to near Petoskey.
|
E551658
|
NE FINISHED |
How this triple was built (5 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: U.S. Route 131 | Statement: [Kent County, Michigan, containsU.S.Highway, U.S. Route 131]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 131 Context triple: [Kent County, Michigan, containsU.S.Highway, U.S. Route 131]
-
A.
U.S. Route 31
U.S. Route 31 is a major north–south United States highway running through several Midwestern and Southern states, connecting communities along the eastern shore of Lake Michigan down to the Gulf Coast.
-
B.
U.S. Route 41
U.S. Route 41 is a major north–south United States highway running from Miami, Florida, to the Upper Peninsula of Michigan, passing through several key Midwestern and Southern states.
-
C.
U.S. Route 31W
U.S. Route 31W is a major north–south U.S. highway running through Kentucky and Tennessee, serving as an important regional connector between cities such as Louisville, Elizabethtown, and Nashville.
-
D.
U.S. Route 169
U.S. Route 169 is a major north–south United States highway running from Minnesota to Oklahoma, serving as an important regional transportation corridor through several Midwestern states.
-
E.
U.S. Route 127
U.S. Route 127 is a north–south United States highway running from Michigan through several Midwestern and Southern states, serving as a key regional transportation corridor.
- 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: U.S. Route 131 Triple: [Kent County, Michigan, containsU.S.Highway, U.S. Route 131]
Generated description
U.S. Route 131 is a north–south United States highway in Michigan that runs from the Indiana state line through cities such as Kalamazoo and Grand Rapids to near Petoskey.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 131 Target entity description: U.S. Route 131 is a north–south United States highway in Michigan that runs from the Indiana state line through cities such as Kalamazoo and Grand Rapids to near Petoskey.
-
A.
U.S. Route 31
U.S. Route 31 is a major north–south United States highway running through several Midwestern and Southern states, connecting communities along the eastern shore of Lake Michigan down to the Gulf Coast.
-
B.
U.S. Route 41
U.S. Route 41 is a major north–south United States highway running from Miami, Florida, to the Upper Peninsula of Michigan, passing through several key Midwestern and Southern states.
-
C.
U.S. Route 31W
U.S. Route 31W is a major north–south U.S. highway running through Kentucky and Tennessee, serving as an important regional connector between cities such as Louisville, Elizabethtown, and Nashville.
-
D.
U.S. Route 169
U.S. Route 169 is a major north–south United States highway running from Minnesota to Oklahoma, serving as an important regional transportation corridor through several Midwestern states.
-
E.
U.S. Route 127
U.S. Route 127 is a north–south United States highway running from Michigan through several Midwestern and Southern states, serving as a key regional transportation corridor.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: containsU.S.Highway Context triple: [Kent County, Michigan, containsU.S.Highway, U.S. Route 131]
-
A.
hasMajorHighway
chosen
Indicates that a location or area is served by or directly connected to a major highway route.
-
B.
connectsToHighway
Indicates that one location, road, or route has a direct access point or linkage to a highway.
-
C.
hasExpresswaySection
Indicates that an entity includes, contains, or is associated with a specific section or segment of an expressway.
-
D.
roadServed
Indicates that a road is provided with necessary services or infrastructure support by a responsible entity.
-
E.
nearestInterstateHighway
Indicates that one interstate highway is the closest in distance to a given location or route compared to all other interstate highways.
- F. None of above.
Provenance (6 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_69a4939f91a08190ba68c2c81eab90fe |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b6755c488190b7f7848110e3ea2c |
completed | March 1, 2026, 9:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a127b0e48190880ee84f45bed359 |
completed | March 23, 2026, 2:10 a.m. |
| NEDg | Description generation | batch_69c0a1faf7d48190ad2d5f43ef37da82 |
completed | March 23, 2026, 2:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0a2e17cd88190a54f5166fe5c654a |
completed | March 23, 2026, 2:18 a.m. |
| PD | Predicate disambiguation | batch_69a4b292d3408190947cbc2f794cf8c5 |
completed | March 1, 2026, 9:41 p.m. |
Created at: March 1, 2026, 7:39 p.m.