Triple
T6952348
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Friedman |
E160956
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Thomas L. Friedman
Thomas L. Friedman is an American journalist, author, and longtime New York Times foreign affairs columnist known for his analyses of globalization, the Middle East, and international politics.
|
E630722
|
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: Thomas L. Friedman | Statement: [Friedman, hasNotableBearer, Thomas L. Friedman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thomas L. Friedman Context triple: [Friedman, hasNotableBearer, Thomas L. Friedman]
-
A.
David Ignatius
David Ignatius is an American journalist and novelist known for his espionage thrillers and long-running foreign affairs column in The Washington Post.
-
B.
Peter Osnos
Peter Osnos is an American journalist, editor, and publisher best known as the founder of the PublicAffairs publishing house and for his influential role in political and current-affairs nonfiction.
-
C.
Fareed Zakaria
Fareed Zakaria is an Indian-American political scientist, author, and journalist best known as the host of CNN’s international affairs program "Fareed Zakaria GPS" and for his commentary on global politics and foreign policy.
-
D.
Nicholas Kristof
Nicholas Kristof is an American journalist and longtime New York Times columnist renowned for his human rights reporting and multiple Pulitzer Prize–winning commentary on global injustices.
-
E.
Bob Meyrowitz
Bob Meyrowitz is an American media executive best known for creating and launching the Ultimate Fighting Championship (UFC), which helped popularize modern mixed martial arts.
- 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: Thomas L. Friedman Triple: [Friedman, hasNotableBearer, Thomas L. Friedman]
Generated description
Thomas L. Friedman is an American journalist, author, and longtime New York Times foreign affairs columnist known for his analyses of globalization, the Middle East, and international politics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thomas L. Friedman Target entity description: Thomas L. Friedman is an American journalist, author, and longtime New York Times foreign affairs columnist known for his analyses of globalization, the Middle East, and international politics.
-
A.
David Ignatius
David Ignatius is an American journalist and novelist known for his espionage thrillers and long-running foreign affairs column in The Washington Post.
-
B.
Peter Osnos
Peter Osnos is an American journalist, editor, and publisher best known as the founder of the PublicAffairs publishing house and for his influential role in political and current-affairs nonfiction.
-
C.
Fareed Zakaria
Fareed Zakaria is an Indian-American political scientist, author, and journalist best known as the host of CNN’s international affairs program "Fareed Zakaria GPS" and for his commentary on global politics and foreign policy.
-
D.
Nicholas Kristof
Nicholas Kristof is an American journalist and longtime New York Times columnist renowned for his human rights reporting and multiple Pulitzer Prize–winning commentary on global injustices.
-
E.
Bob Meyrowitz
Bob Meyrowitz is an American media executive best known for creating and launching the Ultimate Fighting Championship (UFC), which helped popularize modern mixed martial arts.
- 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_69c68850419081909fb426b8f5a304c7 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dab18d648190a2f238fce3e59365 |
completed | March 27, 2026, 7:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c758797228819089362f137e9eb747 |
completed | March 28, 2026, 4:26 a.m. |
| NEDg | Description generation | batch_69c759a5eebc8190934ea04a2ce20287 |
completed | March 28, 2026, 4:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c75a19d27c819089cfa625dfccfe6f |
completed | March 28, 2026, 4:33 a.m. |
Created at: March 27, 2026, 2:29 p.m.