Triple
T6176265
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Last Word with Lawrence O'Donnell |
E137826
|
entity |
| Predicate | presenter |
P83
|
FINISHED |
| Object |
Lawrence O'Donnell
Lawrence O'Donnell is an American television host, political commentator, and former political aide best known for hosting the MSNBC news and opinion program "The Last Word with Lawrence O'Donnell."
|
E582337
|
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: Lawrence O'Donnell | Statement: [The Last Word with Lawrence O'Donnell, presenter, Lawrence O'Donnell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lawrence O'Donnell Context triple: [The Last Word with Lawrence O'Donnell, presenter, Lawrence O'Donnell]
-
A.
Ben Maddow
Ben Maddow was an American screenwriter and documentary filmmaker known for his work on classic mid-20th-century films and socially conscious cinema.
-
B.
Chris Hayes
Chris Hayes is an American political commentator, journalist, and author best known as a prime-time host on MSNBC.
-
C.
Jake Tapper
Jake Tapper is an American journalist, author, and longtime CNN anchor known for his political reporting and nonfiction books.
-
D.
Rachel Maddow
Rachel Maddow is an American television news host, political commentator, and author best known for anchoring "The Rachel Maddow Show" on MSNBC.
-
E.
George Stephanopoulos
George Stephanopoulos is an American television host, political commentator, and former White House communications director best known for his work on ABC News.
- 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: Lawrence O'Donnell Triple: [The Last Word with Lawrence O'Donnell, presenter, Lawrence O'Donnell]
Generated description
Lawrence O'Donnell is an American television host, political commentator, and former political aide best known for hosting the MSNBC news and opinion program "The Last Word with Lawrence O'Donnell."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lawrence O'Donnell Target entity description: Lawrence O'Donnell is an American television host, political commentator, and former political aide best known for hosting the MSNBC news and opinion program "The Last Word with Lawrence O'Donnell."
-
A.
Ben Maddow
Ben Maddow was an American screenwriter and documentary filmmaker known for his work on classic mid-20th-century films and socially conscious cinema.
-
B.
Chris Hayes
Chris Hayes is an American political commentator, journalist, and author best known as a prime-time host on MSNBC.
-
C.
Jake Tapper
Jake Tapper is an American journalist, author, and longtime CNN anchor known for his political reporting and nonfiction books.
-
D.
Rachel Maddow
Rachel Maddow is an American television news host, political commentator, and author best known for anchoring "The Rachel Maddow Show" on MSNBC.
-
E.
George Stephanopoulos
George Stephanopoulos is an American television host, political commentator, and former White House communications director best known for his work on ABC News.
- 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_69c008a80f748190ba3d07ffc81acb29 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05dc70ac481909fd1db0d69837eca |
completed | March 22, 2026, 9:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c518ee96c48190afe3f42477f38856 |
completed | March 26, 2026, 11:30 a.m. |
| NEDg | Description generation | batch_69c52d49889c819096580c737231a765 |
completed | March 26, 2026, 12:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c58eb539a481909c5a279c1047cfd3 |
completed | March 26, 2026, 7:53 p.m. |
Created at: March 22, 2026, 4:18 p.m.