Triple
T1251327
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clint Hurdle |
E26881
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Big Rapids, Michigan, United States
Big Rapids is a small city in central Michigan known as the home of Ferris State University and for its location along the Muskegon River.
|
E144018
|
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: Big Rapids, Michigan, United States | Statement: [Clint Hurdle, placeOfBirth, Big Rapids, Michigan, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Big Rapids, Michigan, United States Context triple: [Clint Hurdle, placeOfBirth, Big Rapids, Michigan, United States]
-
A.
Rochester, Michigan, United States
Rochester, Michigan, United States is a small suburban city north of Detroit known for its historic downtown, affluent residential character, and strong community amenities.
-
B.
Traverse City, Michigan
Traverse City, Michigan is a popular northern Michigan destination known for its cherry production, vibrant downtown, and outdoor recreation along the shores of Grand Traverse Bay.
-
C.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
D.
Grand Rapids, Michigan
Grand Rapids, Michigan is a mid-sized city in western Michigan known for its strong Dutch-American heritage, vibrant arts scene, and historic furniture manufacturing industry.
-
E.
Houghton, Michigan
Houghton, Michigan is a small city in Michigan’s Upper Peninsula known for its historic copper mining heritage and as the home of Michigan Technological University.
- 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: Big Rapids, Michigan, United States Triple: [Clint Hurdle, placeOfBirth, Big Rapids, Michigan, United States]
Generated description
Big Rapids is a small city in central Michigan known as the home of Ferris State University and for its location along the Muskegon River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Big Rapids, Michigan, United States Target entity description: Big Rapids is a small city in central Michigan known as the home of Ferris State University and for its location along the Muskegon River.
-
A.
Rochester, Michigan, United States
Rochester, Michigan, United States is a small suburban city north of Detroit known for its historic downtown, affluent residential character, and strong community amenities.
-
B.
Traverse City, Michigan
Traverse City, Michigan is a popular northern Michigan destination known for its cherry production, vibrant downtown, and outdoor recreation along the shores of Grand Traverse Bay.
-
C.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
D.
Grand Rapids, Michigan
Grand Rapids, Michigan is a mid-sized city in western Michigan known for its strong Dutch-American heritage, vibrant arts scene, and historic furniture manufacturing industry.
-
E.
Houghton, Michigan
Houghton, Michigan is a small city in Michigan’s Upper Peninsula known for its historic copper mining heritage and as the home of Michigan Technological University.
- 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_69a49487a9c48190ba9b05348fd1b53f |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4bf85e1e08190ba6aac3fcd8bb3e7 |
completed | March 1, 2026, 10:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac93c66bf881908f4b63548341178e |
completed | March 7, 2026, 9:08 p.m. |
| NEDg | Description generation | batch_69ac943de3f0819085dff5ef12f01766 |
completed | March 7, 2026, 9:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac95c05ab081909db602d7bea73bf4 |
completed | March 7, 2026, 9:16 p.m. |
Created at: March 1, 2026, 7:47 p.m.