Triple
T9154674
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Minnesota Duluth Bulldogs |
E219677
|
entity |
| Predicate | notableAlumnus |
P304
|
FINISHED |
| Object |
Matt Niskanen
Matt Niskanen is an American former professional ice hockey defenseman who played in the NHL for teams including the Dallas Stars, Washington Capitals, and Pittsburgh Penguins, winning a Stanley Cup with Washington in 2018.
|
E779839
|
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: Matt Niskanen | Statement: [University of Minnesota Duluth Bulldogs, notableAlumnus, Matt Niskanen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matt Niskanen Context triple: [University of Minnesota Duluth Bulldogs, notableAlumnus, Matt Niskanen]
-
A.
Matt Noveskey
Matt Noveskey is an American bassist, songwriter, and producer best known for his long-time role in the alternative rock band Blue October.
-
B.
John Matsko
John Matsko is an American football offensive line coach best known for his long NFL coaching career with multiple teams, including the St. Louis Rams during their high-powered "Greatest Show on Turf" era.
-
C.
Tommy Kahnle
Tommy Kahnle is an American professional baseball relief pitcher known for his high-velocity fastball and stints with multiple Major League Baseball teams, including the New York Yankees and Los Angeles Dodgers.
-
D.
Niko Kapanen
Niko Kapanen is a Finnish former professional ice hockey center who played several seasons in the NHL and KHL and represented Finland in multiple international tournaments.
-
E.
Keith Neudecker
Keith Neudecker is the traumatized World Trade Center survivor whose fragmented post-9/11 life and relationships form the emotional core of Don DeLillo’s novel "Falling Man."
- 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: Matt Niskanen Triple: [University of Minnesota Duluth Bulldogs, notableAlumnus, Matt Niskanen]
Generated description
Matt Niskanen is an American former professional ice hockey defenseman who played in the NHL for teams including the Dallas Stars, Washington Capitals, and Pittsburgh Penguins, winning a Stanley Cup with Washington in 2018.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matt Niskanen Target entity description: Matt Niskanen is an American former professional ice hockey defenseman who played in the NHL for teams including the Dallas Stars, Washington Capitals, and Pittsburgh Penguins, winning a Stanley Cup with Washington in 2018.
-
A.
Matt Noveskey
Matt Noveskey is an American bassist, songwriter, and producer best known for his long-time role in the alternative rock band Blue October.
-
B.
John Matsko
John Matsko is an American football offensive line coach best known for his long NFL coaching career with multiple teams, including the St. Louis Rams during their high-powered "Greatest Show on Turf" era.
-
C.
Tommy Kahnle
Tommy Kahnle is an American professional baseball relief pitcher known for his high-velocity fastball and stints with multiple Major League Baseball teams, including the New York Yankees and Los Angeles Dodgers.
-
D.
Niko Kapanen
Niko Kapanen is a Finnish former professional ice hockey center who played several seasons in the NHL and KHL and represented Finland in multiple international tournaments.
-
E.
Keith Neudecker
Keith Neudecker is the traumatized World Trade Center survivor whose fragmented post-9/11 life and relationships form the emotional core of Don DeLillo’s novel "Falling Man."
- 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_69ca83e25418819093c6503deeaf30de |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca96f87ac8190b2fc6d2b2834c1b6 |
completed | April 1, 2026, 5:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0484e580c8190944ad76f6ef0be9d |
completed | April 3, 2026, 11:07 p.m. |
| NEDg | Description generation | batch_69d049674cd88190b290a4b0996f4d2c |
completed | April 3, 2026, 11:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d049eb38048190aee0fec6c2f4a75c |
completed | April 3, 2026, 11:14 p.m. |
Created at: March 30, 2026, 7:20 p.m.