Triple
T12586260
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M-89 (Michigan highway) |
E300469
|
entity |
| Predicate | hasJunctionWith |
P1018
|
FINISHED |
| Object |
Business Loop I-94 (Battle Creek, Michigan)
Business Loop I-94 (Battle Creek, Michigan) is a business route of Interstate 94 that serves as a local connector through the Battle Creek area, providing access to the city’s commercial districts and intersecting several state highways.
|
E992639
|
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: Business Loop I-94 (Battle Creek, Michigan) | Statement: [M-89 (Michigan highway), hasJunctionWith, Business Loop I-94 (Battle Creek, Michigan)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Business Loop I-94 (Battle Creek, Michigan) Context triple: [M-89 (Michigan highway), hasJunctionWith, Business Loop I-94 (Battle Creek, Michigan)]
-
A.
Kincheloe, Michigan
Kincheloe, Michigan is a small unincorporated community in Michigan’s Upper Peninsula, known for its origins around the former Kincheloe Air Force Base and its current mix of residential, correctional, and light industrial facilities.
-
B.
Battle Creek Intermodal Transportation Center
The Battle Creek Intermodal Transportation Center is a combined rail and bus transit hub in Battle Creek, Michigan, serving Amtrak passengers and regional bus services in a single modern facility.
-
C.
Battle Creek, MI Metropolitan Statistical Area
The Battle Creek, MI Metropolitan Statistical Area is a U.S. Census-defined region in south-central Michigan centered on the city of Battle Creek and its surrounding communities.
-
D.
Kalamazoo/Battle Creek International Airport
Kalamazoo/Battle Creek International Airport is a regional airport in southwest Michigan that provides commercial air service to the Kalamazoo and Battle Creek metropolitan areas.
-
E.
Ada, Michigan
Ada, Michigan is a small suburban community in Kent County known for its scenic setting along the Grand River and Thornapple River just east of Grand Rapids.
- 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: Business Loop I-94 (Battle Creek, Michigan) Triple: [M-89 (Michigan highway), hasJunctionWith, Business Loop I-94 (Battle Creek, Michigan)]
Generated description
Business Loop I-94 (Battle Creek, Michigan) is a business route of Interstate 94 that serves as a local connector through the Battle Creek area, providing access to the city’s commercial districts and intersecting several state highways.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Business Loop I-94 (Battle Creek, Michigan) Target entity description: Business Loop I-94 (Battle Creek, Michigan) is a business route of Interstate 94 that serves as a local connector through the Battle Creek area, providing access to the city’s commercial districts and intersecting several state highways.
-
A.
Kincheloe, Michigan
Kincheloe, Michigan is a small unincorporated community in Michigan’s Upper Peninsula, known for its origins around the former Kincheloe Air Force Base and its current mix of residential, correctional, and light industrial facilities.
-
B.
Battle Creek Intermodal Transportation Center
The Battle Creek Intermodal Transportation Center is a combined rail and bus transit hub in Battle Creek, Michigan, serving Amtrak passengers and regional bus services in a single modern facility.
-
C.
Battle Creek, MI Metropolitan Statistical Area
The Battle Creek, MI Metropolitan Statistical Area is a U.S. Census-defined region in south-central Michigan centered on the city of Battle Creek and its surrounding communities.
-
D.
Kalamazoo/Battle Creek International Airport
Kalamazoo/Battle Creek International Airport is a regional airport in southwest Michigan that provides commercial air service to the Kalamazoo and Battle Creek metropolitan areas.
-
E.
Ada, Michigan
Ada, Michigan is a small suburban community in Kent County known for its scenic setting along the Grand River and Thornapple River just east of Grand Rapids.
- 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_69d7bde87b648190bcd0266e9efde098 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d954bbe72c8190aa11090bb6b480c9 |
completed | April 10, 2026, 7:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f65ebed164819083fbdaa775a59cd4 |
completed | May 2, 2026, 8:29 p.m. |
| NEDg | Description generation | batch_69f66088890c8190b67a958d7f0822a6 |
completed | May 2, 2026, 8:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6613ce1108190851cf8491fe666c8 |
completed | May 2, 2026, 8:40 p.m. |
Created at: April 9, 2026, 5:05 p.m.