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.