Triple
T2366068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muskegon Lumberjacks (hockey) |
E47382
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
USHL
The USHL (United States Hockey League) is the top junior ice hockey league in the United States, recognized as a premier development path for players aiming for NCAA and professional careers.
|
E259827
|
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: USHL | Statement: [Muskegon Lumberjacks (hockey), abbreviation, USHL]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USHL Context triple: [Muskegon Lumberjacks (hockey), abbreviation, USHL]
-
A.
Canadian-American Hockey League
The Canadian-American Hockey League was an early 20th-century professional ice hockey league in the northeastern United States and Canada that helped lay the groundwork for what became the American Hockey League.
-
B.
AHL Eastern Division
The AHL Eastern Division was a former division of the American Hockey League that grouped together teams from the league’s eastern geographic region.
-
C.
ECHL
The ECHL is a professional mid-level ice hockey league in North America that serves as a primary developmental system for NHL and AHL teams.
-
D.
AHL Eastern Conference
The AHL Eastern Conference is one of the two primary conferences in the American Hockey League, comprising teams based largely in the eastern regions of North America that compete for playoff positioning and a chance at the Calder Cup.
-
E.
American Hockey League
The American Hockey League is the primary professional minor league for ice hockey in North America, serving as the top developmental league for the NHL.
- 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: USHL Triple: [Muskegon Lumberjacks (hockey), abbreviation, USHL]
Generated description
The USHL (United States Hockey League) is the top junior ice hockey league in the United States, recognized as a premier development path for players aiming for NCAA and professional careers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USHL Target entity description: The USHL (United States Hockey League) is the top junior ice hockey league in the United States, recognized as a premier development path for players aiming for NCAA and professional careers.
-
A.
Canadian-American Hockey League
The Canadian-American Hockey League was an early 20th-century professional ice hockey league in the northeastern United States and Canada that helped lay the groundwork for what became the American Hockey League.
-
B.
AHL Eastern Division
The AHL Eastern Division was a former division of the American Hockey League that grouped together teams from the league’s eastern geographic region.
-
C.
ECHL
The ECHL is a professional mid-level ice hockey league in North America that serves as a primary developmental system for NHL and AHL teams.
-
D.
AHL Eastern Conference
The AHL Eastern Conference is one of the two primary conferences in the American Hockey League, comprising teams based largely in the eastern regions of North America that compete for playoff positioning and a chance at the Calder Cup.
-
E.
American Hockey League
The American Hockey League is the primary professional minor league for ice hockey in North America, serving as the top developmental league for the NHL.
- 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_69a88a1a4a6081908645b0f2914521ab |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc749f8e0819094144b9dd9db8790 |
completed | March 7, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea896e0388190aabff2d70787dc43 |
completed | March 9, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69aea91ce164819091aa24b287f9fb8e |
completed | March 9, 2026, 11:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aea999b864819084134c670e7c5d9c |
completed | March 9, 2026, 11:06 a.m. |
Created at: March 4, 2026, 7:55 p.m.