Triple
T16451092
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2012 MLB All-Star Game |
E399550
|
entity |
| Predicate | radioPlayByPlay |
P38565
|
FINISHED |
| Object | Dan Shulman |
—
|
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: Dan Shulman | Statement: [2012 MLB All-Star Game, radioPlayByPlay, Dan Shulman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dan Shulman Context triple: [2012 MLB All-Star Game, radioPlayByPlay, Dan Shulman]
-
A.
Dan Shulman
chosen
Dan Shulman is a Canadian sportscaster best known for his long-running play-by-play work on Major League Baseball and college basketball broadcasts for ESPN and other networks.
-
B.
Mark Shulman
Mark Shulman is an American author best known for writing numerous children's books and humorous, educational titles for young readers.
-
C.
Andy Shernoff
Andy Shernoff is an American musician, songwriter, and producer best known as a founding member and primary songwriter of the influential punk rock band The Dictators.
-
D.
Alex Shulman
Alex Shulman is a person notable enough to be recognized as a bearer of the surname Shulman, though specific widely known biographical details are not clearly established.
-
E.
Adam Shulman
Adam Shulman is an American actor and jewelry designer best known as the husband of actress Anne Hathaway.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: radioPlayByPlay Context triple: [2012 MLB All-Star Game, radioPlayByPlay, Dan Shulman]
-
A.
leadPlayByPlayAnnouncer
Indicates that an entity serves as the primary play-by-play announcer for a sports event, team, or broadcast.
-
B.
announcerUSPlayByPlay
Indicates that an entity serves as the primary play-by-play announcer for a U.S.-based sports broadcast or event.
-
C.
playIn
Indicates that an entity participates or performs in a particular event, context, or location (such as a game, match, or venue).
-
D.
playsProfessional
Indicates that one entity participates in a sport, game, or performance at a professional level for compensation or as a primary occupation in relation to another entity (such as a team, league, or organization).
-
E.
radioAnnouncers
chosen
Indicates that one entity serves as a radio announcer for, or in association with, another entity.
- F. None of above.
Provenance (3 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_69d87f2c6778819080fcfae53be8f12a |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32ce06de0819086eea241c6b32223 |
completed | April 18, 2026, 7:04 a.m. |
| PD | Predicate disambiguation | batch_69e227048d608190a4205eae3117629a |
completed | April 17, 2026, 12:26 p.m. |
Created at: April 10, 2026, 5:10 a.m.