Triple
T18897873
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andrew W. Marshall |
E462254
|
entity |
| Predicate | notableStudent |
P4838
|
FINISHED |
| Object | Thomas G. Mahnken |
—
|
NE NERFINISHED |
How this triple was built (3 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: Thomas G. Mahnken | Statement: [Andrew W. Marshall, notableStudent, Thomas G. Mahnken]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thomas G. Mahnken Context triple: [Andrew W. Marshall, notableStudent, Thomas G. Mahnken]
-
A.
Larry Hennig
Larry Hennig was an American professional wrestler best known for his successful tag team career in the AWA and as the father of "Mr. Perfect" Curt Hennig.
-
B.
Bert Christman
Bert Christman was an American cartoonist and comic book artist best known as one of the co-creators of the DC Comics character Sandman (Wesley Dodds) and as a World War II pilot who died in combat.
-
C.
Joe Hennig
Joe Hennig is an American professional wrestler best known for his WWE run under the ring name Curtis Axel and for being the son of WWE Hall of Famer "Mr. Perfect" Curt Hennig.
-
D.
Ray Heindorf
Ray Heindorf was an American composer, arranger, and musical director best known for his work on numerous Hollywood film scores during the mid-20th century.
-
E.
Rick Fehr
Rick Fehr is an American professional golfer who competed primarily on the PGA Tour, earning multiple victories during the 1980s and 1990s.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thomas G. Mahnken Target entity description: Thomas G. Mahnken is an American defense analyst and strategist known for his work on military innovation, net assessment, and U.S. national security policy.
-
A.
Larry Hennig
Larry Hennig was an American professional wrestler best known for his successful tag team career in the AWA and as the father of "Mr. Perfect" Curt Hennig.
-
B.
Bert Christman
Bert Christman was an American cartoonist and comic book artist best known as one of the co-creators of the DC Comics character Sandman (Wesley Dodds) and as a World War II pilot who died in combat.
-
C.
Joe Hennig
Joe Hennig is an American professional wrestler best known for his WWE run under the ring name Curtis Axel and for being the son of WWE Hall of Famer "Mr. Perfect" Curt Hennig.
-
D.
Ray Heindorf
Ray Heindorf was an American composer, arranger, and musical director best known for his work on numerous Hollywood film scores during the mid-20th century.
-
E.
Rick Fehr
Rick Fehr is an American professional golfer who competed primarily on the PGA Tour, earning multiple victories during the 1980s and 1990s.
- F. None of above. chosen
Provenance (2 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_69d8dcfd05bc819088903cca13cc2846 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c52689308190b2e5ca163b1f6cd1 |
completed | April 20, 2026, 6:18 a.m. |
Created at: April 10, 2026, 11:58 a.m.