Triple
T4629244
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Craig Berube |
E101171
|
entity |
| Predicate | playedFor |
P2170
|
FINISHED |
| Object |
Muskegon Lumberjacks
The Muskegon Lumberjacks are a professional ice hockey team based in Muskegon, Michigan, with a history in various minor and junior leagues.
|
E47382
|
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: Muskegon Lumberjacks | Statement: [Craig Berube, playedFor, Muskegon Lumberjacks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muskegon Lumberjacks Context triple: [Craig Berube, playedFor, Muskegon Lumberjacks]
-
A.
Muskegon Lumberjacks (hockey)
The Muskegon Lumberjacks are a junior ice hockey team that competes in the United States Hockey League (USHL).
-
B.
Muskegon Fury
Muskegon Fury was a professional minor league ice hockey team based in Muskegon, Michigan, that competed in the United Hockey League before being succeeded by the Muskegon Lumberjacks.
-
C.
Rochester Red Wings
The Rochester Red Wings are a long-standing Minor League Baseball team based in Rochester, New York, known for their rich history and affiliation with Major League clubs.
-
D.
Grand Rapids Griffins
The Grand Rapids Griffins are a professional ice hockey team in the American Hockey League and the primary affiliate of the NHL's Detroit Red Wings.
-
E.
Detroit Stars
The Detroit Stars were a prominent early 20th-century Negro league baseball team based in Detroit, Michigan, known for featuring several standout African American players before the integration of Major League Baseball.
- 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: Muskegon Lumberjacks Triple: [Craig Berube, playedFor, Muskegon Lumberjacks]
Generated description
The Muskegon Lumberjacks are a professional ice hockey team based in Muskegon, Michigan, with a history in various minor and junior leagues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muskegon Lumberjacks Target entity description: The Muskegon Lumberjacks are a professional ice hockey team based in Muskegon, Michigan, with a history in various minor and junior leagues.
-
A.
Muskegon Lumberjacks (hockey)
chosen
The Muskegon Lumberjacks are a junior ice hockey team that competes in the United States Hockey League (USHL).
-
B.
Muskegon Fury
Muskegon Fury was a professional minor league ice hockey team based in Muskegon, Michigan, that competed in the United Hockey League before being succeeded by the Muskegon Lumberjacks.
-
C.
Rochester Red Wings
The Rochester Red Wings are a long-standing Minor League Baseball team based in Rochester, New York, known for their rich history and affiliation with Major League clubs.
-
D.
Grand Rapids Griffins
The Grand Rapids Griffins are a professional ice hockey team in the American Hockey League and the primary affiliate of the NHL's Detroit Red Wings.
-
E.
Detroit Stars
The Detroit Stars were a prominent early 20th-century Negro league baseball team based in Detroit, Michigan, known for featuring several standout African American players before the integration of Major League Baseball.
- F. None of above.
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_69bd43d0497c8190ac23c65c5804846a |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd5a300e6081909fa9f504aada33ea |
completed | March 20, 2026, 2:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfab4f4808190920e420f566dec9b |
completed | March 21, 2026, 1:56 a.m. |
| NEDg | Description generation | batch_69bdfc0964c881909e6b98a1c8ea747f |
completed | March 21, 2026, 2:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfce1be788190ae3418df301e5136 |
completed | March 21, 2026, 2:05 a.m. |
Created at: March 20, 2026, 1:13 p.m.