Triple
T1206817
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MSNBC |
E25906
|
entity |
| Predicate | notableProgram |
P4
|
FINISHED |
| Object |
The Last Word with Lawrence O'Donnell
The Last Word with Lawrence O'Donnell is a primetime American news and political commentary television program hosted by Lawrence O'Donnell.
|
E137826
|
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: The Last Word with Lawrence O'Donnell | Statement: [MSNBC, notableProgram, The Last Word with Lawrence O'Donnell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Last Word with Lawrence O'Donnell Context triple: [MSNBC, notableProgram, The Last Word with Lawrence O'Donnell]
-
A.
The O’Reilly Factor
The O’Reilly Factor was a long-running, highly rated American political talk show hosted by Bill O’Reilly that became one of cable news’ most influential and controversial programs.
-
B.
The Ingraham Angle
The Ingraham Angle is a primetime conservative political talk show on Fox News Channel hosted by commentator Laura Ingraham.
-
C.
Tucker Carlson Tonight
Tucker Carlson Tonight was a primetime political talk show on Fox News Channel, hosted by conservative commentator Tucker Carlson and known for its influential and often controversial commentary on U.S. politics and culture.
-
D.
Hannity
Hannity is a conservative political talk show on Fox News Channel hosted by commentator Sean Hannity, known for its opinion-driven coverage of U.S. politics and current events.
-
E.
Fox News Sunday
Fox News Sunday is a weekly American television news and political talk show featuring interviews with key policymakers and analysis of current events.
- 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: The Last Word with Lawrence O'Donnell Triple: [MSNBC, notableProgram, The Last Word with Lawrence O'Donnell]
Generated description
The Last Word with Lawrence O'Donnell is a primetime American news and political commentary television program hosted by Lawrence O'Donnell.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Last Word with Lawrence O'Donnell Target entity description: The Last Word with Lawrence O'Donnell is a primetime American news and political commentary television program hosted by Lawrence O'Donnell.
-
A.
The O’Reilly Factor
The O’Reilly Factor was a long-running, highly rated American political talk show hosted by Bill O’Reilly that became one of cable news’ most influential and controversial programs.
-
B.
The Ingraham Angle
The Ingraham Angle is a primetime conservative political talk show on Fox News Channel hosted by commentator Laura Ingraham.
-
C.
Tucker Carlson Tonight
Tucker Carlson Tonight was a primetime political talk show on Fox News Channel, hosted by conservative commentator Tucker Carlson and known for its influential and often controversial commentary on U.S. politics and culture.
-
D.
Hannity
Hannity is a conservative political talk show on Fox News Channel hosted by commentator Sean Hannity, known for its opinion-driven coverage of U.S. politics and current events.
-
E.
Fox News Sunday
Fox News Sunday is a weekly American television news and political talk show featuring interviews with key policymakers and analysis of current events.
- 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_69a4942b30f08190a91c60573e16b5ef |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bdc483b481908e5bfef5d2f4fc5a |
completed | March 1, 2026, 10:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac7f3f4c508190bdc3d436d393daf9 |
completed | March 7, 2026, 7:40 p.m. |
| NEDg | Description generation | batch_69ac7fc59a488190adbdf156aaff8c03 |
completed | March 7, 2026, 7:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac806a6d748190acc5cdfa8fb90a64 |
completed | March 7, 2026, 7:45 p.m. |
Created at: March 1, 2026, 7:46 p.m.