Triple
T19362614
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Crossfire |
E484318
|
entity |
| Predicate | hadHost |
P46400
|
FINISHED |
| Object |
Bob Beckel
Bob Beckel was an American political commentator and Democratic strategist best known for his outspoken television punditry on cable news programs.
|
E1371817
|
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: Bob Beckel | Statement: [Crossfire, hadHost, Bob Beckel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bob Beckel Context triple: [Crossfire, hadHost, Bob Beckel]
-
A.
Graham Beckel
Graham Beckel is an American character actor known for his supporting roles in film and television, including appearances in movies like "True Believer" and "L.A. Confidential."
-
B.
Paul Beck
Paul Beck is a relatively obscure individual whose primary distinction is sharing the surname associated with more widely recognized figures like musician Beck.
-
C.
Glen Becker
Glen Becker is a small rural community located within the Township of South Dundas in eastern Ontario, Canada.
-
D.
Harold Becker
Harold Becker is an American film director known for character-driven thrillers and dramas such as "Taps," "Sea of Love," and "Malice."
-
E.
Greg Beeman
Greg Beeman is an American television director and producer known for his work on genre series such as "Falling Skies," "Heroes," and "Smallville."
- 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: Bob Beckel Triple: [Crossfire, hadHost, Bob Beckel]
Generated description
Bob Beckel was an American political commentator and Democratic strategist best known for his outspoken television punditry on cable news programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bob Beckel Target entity description: Bob Beckel was an American political commentator and Democratic strategist best known for his outspoken television punditry on cable news programs.
-
A.
Graham Beckel
Graham Beckel is an American character actor known for his supporting roles in film and television, including appearances in movies like "True Believer" and "L.A. Confidential."
-
B.
Paul Beck
Paul Beck is a relatively obscure individual whose primary distinction is sharing the surname associated with more widely recognized figures like musician Beck.
-
C.
Glen Becker
Glen Becker is a small rural community located within the Township of South Dundas in eastern Ontario, Canada.
-
D.
Harold Becker
Harold Becker is an American film director known for character-driven thrillers and dramas such as "Taps," "Sea of Love," and "Malice."
-
E.
Greg Beeman
Greg Beeman is an American television director and producer known for his work on genre series such as "Falling Skies," "Heroes," and "Smallville."
- 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.