Triple
T4688398
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schwab |
E103974
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Randy Schwab
Randy Schwab is an individual notable enough to be recognized as a bearer of the Schwab surname, though specific widely known public details about him are not readily available.
|
E471745
|
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: Randy Schwab | Statement: [Schwab, hasNotableBearer, Randy Schwab]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Randy Schwab Context triple: [Schwab, hasNotableBearer, Randy Schwab]
-
A.
Randy Friel
Randy Friel is a musician best known as a member of the alternative rock band Concrete Blonde.
-
B.
John Rando
John Rando is a Tony Award–winning American theatre director known for his work on Broadway musicals and comedies.
-
C.
Dan Dierdorf
Dan Dierdorf is a Hall of Fame American football offensive lineman and longtime broadcaster best known for his standout career with the NFL’s St. Louis Cardinals.
-
D.
Fred Schuler
Fred Schuler is a cinematographer best known for his work on films such as the 1980 comedy "Stir Crazy."
-
E.
Jay Gorney
Jay Gorney was an American composer best known for writing socially conscious songs for Broadway and film, including the music for the classic Depression-era anthem "Brother, Can You Spare a Dime?"
- 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: Randy Schwab Triple: [Schwab, hasNotableBearer, Randy Schwab]
Generated description
Randy Schwab is an individual notable enough to be recognized as a bearer of the Schwab surname, though specific widely known public details about him are not readily available.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Randy Schwab Target entity description: Randy Schwab is an individual notable enough to be recognized as a bearer of the Schwab surname, though specific widely known public details about him are not readily available.
-
A.
Randy Friel
Randy Friel is a musician best known as a member of the alternative rock band Concrete Blonde.
-
B.
John Rando
John Rando is a Tony Award–winning American theatre director known for his work on Broadway musicals and comedies.
-
C.
Dan Dierdorf
Dan Dierdorf is a Hall of Fame American football offensive lineman and longtime broadcaster best known for his standout career with the NFL’s St. Louis Cardinals.
-
D.
Fred Schuler
Fred Schuler is a cinematographer best known for his work on films such as the 1980 comedy "Stir Crazy."
-
E.
Jay Gorney
Jay Gorney was an American composer best known for writing socially conscious songs for Broadway and film, including the music for the classic Depression-era anthem "Brother, Can You Spare a Dime?"
- 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_69bd43debbf08190b4bc372e286ec234 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6397f6888190a9024a51d4d34f2b |
completed | March 20, 2026, 3:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be4d7ad90c8190b6f36472a209a0f9 |
completed | March 21, 2026, 7:49 a.m. |
| NEDg | Description generation | batch_69be4f0a6f548190beb90be3c17611a6 |
completed | March 21, 2026, 7:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be4f623e808190969536dce2db2e35 |
completed | March 21, 2026, 7:57 a.m. |
Created at: March 20, 2026, 1:16 p.m.