Triple
T5084569
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flags of Our Fathers |
E114604
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | William Broyles Jr. |
E72323
|
NE FINISHED |
How this triple was built (2 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: William Broyles Jr. | Statement: [Flags of Our Fathers, screenwriter, William Broyles Jr.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: William Broyles Jr. Context triple: [Flags of Our Fathers, screenwriter, William Broyles Jr.]
-
A.
William Broyles Jr.
chosen
William Broyles Jr. is an American screenwriter and former journalist best known for writing acclaimed films such as "Apollo 13" and "Cast Away."
-
B.
Ralph J. Roberts
Ralph J. Roberts was an American businessman best known as the co-founder and longtime leader of Comcast, which he helped grow into one of the largest media and telecommunications companies in the United States.
-
C.
Howard Kurtz
Howard Kurtz is an American journalist and media critic best known for hosting media analysis programs on Fox News and CNN and for his long-running media column in The Washington Post.
-
D.
Kevin Sullivan
Kevin Sullivan is a name shared by several notable individuals, including a Canadian film and television producer, an American professional wrestler and booker, and various other public figures in sports, media, and politics.
-
E.
James J. Kilpatrick
James J. Kilpatrick was an American newspaper columnist and conservative political commentator best known for his syndicated columns and frequent appearances on television debate programs in the mid-20th century.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd443e941881908eb4e8c685b6f656 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd75192d188190a7631bce5faf7de3 |
completed | March 20, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beb13a8be08190a0f1fc3aec224dde |
completed | March 21, 2026, 2:54 p.m. |
Created at: March 20, 2026, 1:40 p.m.