Triple
T2594513
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muhammad Ali |
E58195
|
entity |
| Predicate | residence |
P75
|
FINISHED |
| Object |
Berrien Springs, Michigan, United States
Berrien Springs, Michigan, United States is a small village in southwestern Michigan known for its rural setting and as a longtime home of boxing legend Muhammad Ali.
|
E281688
|
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: Berrien Springs, Michigan, United States | Statement: [Muhammad Ali, residence, Berrien Springs, Michigan, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berrien Springs, Michigan, United States Context triple: [Muhammad Ali, residence, Berrien Springs, Michigan, United States]
-
A.
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.
-
B.
Muskegon, Michigan
Muskegon, Michigan is a port city in western Michigan known for its Lake Michigan shoreline, maritime heritage, and recreational beaches.
-
C.
Cedar Springs, Michigan
Cedar Springs, Michigan is a small city in Kent County known historically for its natural springs and lumber industry.
-
D.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
E.
Saline, Michigan
Saline, Michigan is a small city in southeastern Michigan known for its historic downtown, annual Celtic Festival, and proximity to Ann Arbor.
- 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: Berrien Springs, Michigan, United States Triple: [Muhammad Ali, residence, Berrien Springs, Michigan, United States]
Generated description
Berrien Springs, Michigan, United States is a small village in southwestern Michigan known for its rural setting and as a longtime home of boxing legend Muhammad Ali.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berrien Springs, Michigan, United States Target entity description: Berrien Springs, Michigan, United States is a small village in southwestern Michigan known for its rural setting and as a longtime home of boxing legend Muhammad Ali.
-
A.
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.
-
B.
Muskegon, Michigan
Muskegon, Michigan is a port city in western Michigan known for its Lake Michigan shoreline, maritime heritage, and recreational beaches.
-
C.
Cedar Springs, Michigan
Cedar Springs, Michigan is a small city in Kent County known historically for its natural springs and lumber industry.
-
D.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
E.
Saline, Michigan
Saline, Michigan is a small city in southeastern Michigan known for its historic downtown, annual Celtic Festival, and proximity to Ann Arbor.
- 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_69ab4ac14040819098b13f4a27d5c8ff |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd427f58c8190af1c1a9724158c96 |
completed | March 7, 2026, 7:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af83c3607c81908bb4aceca46c5392 |
completed | March 10, 2026, 2:36 a.m. |
| NEDg | Description generation | batch_69af84a08ffc8190b113d07f3d322d0c |
completed | March 10, 2026, 2:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af85a052448190898ee1a2f8368122 |
completed | March 10, 2026, 2:44 a.m. |
Created at: March 6, 2026, 9:49 p.m.