Triple
T19362612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Crossfire |
E484318
|
entity |
| Predicate | hadHost |
P46400
|
FINISHED |
| Object |
Paul Begala
Paul Begala is an American political consultant, Democratic strategist, and television commentator known for his work on CNN and in national political campaigns.
|
E1371816
|
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: Paul Begala | Statement: [Crossfire, hadHost, Paul Begala]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Begala Context triple: [Crossfire, hadHost, Paul Begala]
-
A.
Andrew Weisblum
Andrew Weisblum is an American film editor known for his work on major feature films, including collaborations with directors like Darren Aronofsky and Wes Anderson.
-
B.
John Schulian
John Schulian is an American writer and television producer best known for co-creating the hit fantasy-adventure series "Xena: Warrior Princess."
-
C.
Hal Bidlack
Hal Bidlack is an American political science professor, retired U.S. Air Force officer, and public speaker known for his work in skepticism and secular humanism.
-
D.
Bob Roth
Bob Roth is an American television and film writer best known for his work on animated projects, including Disney’s direct-to-video sequel "The Return of Jafar."
-
E.
Dave Krinsky
Dave Krinsky is an American television and film writer and producer best known for co-creating the sitcom "King of the Hill" and co-writing several comedy films.
- 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: Paul Begala Triple: [Crossfire, hadHost, Paul Begala]
Generated description
Paul Begala is an American political consultant, Democratic strategist, and television commentator known for his work on CNN and in national political campaigns.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul Begala Target entity description: Paul Begala is an American political consultant, Democratic strategist, and television commentator known for his work on CNN and in national political campaigns.
-
A.
Andrew Weisblum
Andrew Weisblum is an American film editor known for his work on major feature films, including collaborations with directors like Darren Aronofsky and Wes Anderson.
-
B.
John Schulian
John Schulian is an American writer and television producer best known for co-creating the hit fantasy-adventure series "Xena: Warrior Princess."
-
C.
Hal Bidlack
Hal Bidlack is an American political science professor, retired U.S. Air Force officer, and public speaker known for his work in skepticism and secular humanism.
-
D.
Bob Roth
Bob Roth is an American television and film writer best known for his work on animated projects, including Disney’s direct-to-video sequel "The Return of Jafar."
-
E.
Dave Krinsky
Dave Krinsky is an American television and film writer and producer best known for co-creating the sitcom "King of the Hill" and co-writing several comedy films.
- 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_69d8e8d305088190ad13571532aa454c |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e619a897008190a2c62a50ca60de2d |
completed | April 20, 2026, 12:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0724121ba48190b4246ddc8486eac0 |
completed | May 15, 2026, 1:48 p.m. |
| NEDg | Description generation | batch_6a0724b06e688190b33ff7c5a734661f |
completed | May 15, 2026, 1:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0726b56b548190829a0ec5af6fb929 |
completed | May 15, 2026, 1:59 p.m. |
Created at: April 10, 2026, 1:34 p.m.