Triple
T2366096
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muskegon Lumberjacks (hockey) |
E47382
|
entity |
| Predicate | hasNotableAlumni |
P51
|
FINISHED |
| Object |
Matheson Iacopelli
Matheson Iacopelli is an American professional ice hockey forward who has played in the Chicago Blackhawks organization after being drafted by them in the NHL.
|
E259831
|
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: Matheson Iacopelli | Statement: [Muskegon Lumberjacks (hockey), hasNotableAlumni, Matheson Iacopelli]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matheson Iacopelli Context triple: [Muskegon Lumberjacks (hockey), hasNotableAlumni, Matheson Iacopelli]
-
A.
John Cioffi
John Cioffi is an American electrical engineer and Stanford professor emeritus renowned as the "father of DSL" for his pioneering work in high-speed digital communications over telephone lines.
-
B.
Andrew Heiskell
Andrew Heiskell was an American publishing executive and philanthropist best known as a longtime leader of Time Inc. and a prominent figure in New York’s cultural and civic life.
-
C.
Michael Alfred Gartner
Michael Alfred Gartner is a Canadian former professional ice hockey right winger and Hockey Hall of Famer known for his exceptional speed and goal-scoring consistency in the NHL.
-
D.
Gene Steratore
Gene Steratore is a former NFL and NCAA football official best known as a longtime NFL referee and later rules analyst for CBS Sports.
-
E.
Daniel A. D’Aniello
Daniel A. D’Aniello is an American billionaire businessman and co-founder of the global private equity firm The Carlyle Group.
- 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: Matheson Iacopelli Triple: [Muskegon Lumberjacks (hockey), hasNotableAlumni, Matheson Iacopelli]
Generated description
Matheson Iacopelli is an American professional ice hockey forward who has played in the Chicago Blackhawks organization after being drafted by them in the NHL.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matheson Iacopelli Target entity description: Matheson Iacopelli is an American professional ice hockey forward who has played in the Chicago Blackhawks organization after being drafted by them in the NHL.
-
A.
John Cioffi
John Cioffi is an American electrical engineer and Stanford professor emeritus renowned as the "father of DSL" for his pioneering work in high-speed digital communications over telephone lines.
-
B.
Andrew Heiskell
Andrew Heiskell was an American publishing executive and philanthropist best known as a longtime leader of Time Inc. and a prominent figure in New York’s cultural and civic life.
-
C.
Michael Alfred Gartner
Michael Alfred Gartner is a Canadian former professional ice hockey right winger and Hockey Hall of Famer known for his exceptional speed and goal-scoring consistency in the NHL.
-
D.
Gene Steratore
Gene Steratore is a former NFL and NCAA football official best known as a longtime NFL referee and later rules analyst for CBS Sports.
-
E.
Daniel A. D’Aniello
Daniel A. D’Aniello is an American billionaire businessman and co-founder of the global private equity firm The Carlyle Group.
- 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.