Triple
T20697964
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alpha Flight |
E508703
|
entity |
| Predicate | hasMemberWithIdentity |
P141139
|
FINISHED |
| Object |
Walter Langkowski
Walter Langkowski is a Canadian physicist and superhero in Marvel Comics who transforms into the orange-furred powerhouse Sasquatch and serves as a core member of Alpha Flight.
|
E1445747
|
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: Walter Langkowski | Statement: [Alpha Flight, hasMemberWithIdentity, Walter Langkowski]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walter Langkowski Context triple: [Alpha Flight, hasMemberWithIdentity, Walter Langkowski]
-
A.
Walter Zagorski
Walter Zagorski is best known as the former husband of Australian right-wing politician and One Nation party founder Pauline Hanson.
-
B.
Philip Langner
Philip Langner was an American theater and film producer best known for his work on influential mid-20th-century stage and screen productions.
-
C.
Martin Jurow
Martin Jurow was an American film producer best known for his work on classic mid-20th-century Hollywood movies, including the iconic Audrey Hepburn film "Breakfast at Tiffany's."
-
D.
Walter Krupinski
Walter Krupinski was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front and later a senior officer in the postwar West German Air Force.
-
E.
David Opatoshu
David Opatoshu was an American character actor known for his prolific work in film and television from the mid-20th century, often portraying intense, intellectual, or ethnically distinctive roles.
- 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: Walter Langkowski Triple: [Alpha Flight, hasMemberWithIdentity, Walter Langkowski]
Generated description
Walter Langkowski is a Canadian physicist and superhero in Marvel Comics who transforms into the orange-furred powerhouse Sasquatch and serves as a core member of Alpha Flight.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walter Langkowski Target entity description: Walter Langkowski is a Canadian physicist and superhero in Marvel Comics who transforms into the orange-furred powerhouse Sasquatch and serves as a core member of Alpha Flight.
-
A.
Walter Zagorski
Walter Zagorski is best known as the former husband of Australian right-wing politician and One Nation party founder Pauline Hanson.
-
B.
Philip Langner
Philip Langner was an American theater and film producer best known for his work on influential mid-20th-century stage and screen productions.
-
C.
Martin Jurow
Martin Jurow was an American film producer best known for his work on classic mid-20th-century Hollywood movies, including the iconic Audrey Hepburn film "Breakfast at Tiffany's."
-
D.
Walter Krupinski
Walter Krupinski was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front and later a senior officer in the postwar West German Air Force.
-
E.
David Opatoshu
David Opatoshu was an American character actor known for his prolific work in film and television from the mid-20th century, often portraying intense, intellectual, or ethnically distinctive roles.
- 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_69e0b4c2b2a481909e31e9cb8f81ab55 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6c1132178819081086e085f7b3ff8 |
completed | April 21, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08d7e94aa08190973e4d4f36a7b6f0 |
completed | May 16, 2026, 8:47 p.m. |
| NEDg | Description generation | batch_6a08d89983608190acb8f2b8b9483574 |
completed | May 16, 2026, 8:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08d9693acc8190acc75cbbf06b62da |
completed | May 16, 2026, 8:54 p.m. |
Created at: April 16, 2026, 12:11 p.m.