Triple
T9577298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Meltzer |
E231076
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Brad Meltzer
Brad Meltzer is an American author best known for his political thrillers, non-fiction works on history and leadership, and the children's biography series "Ordinary People Change the World."
|
E809215
|
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: Brad Meltzer | Statement: [Meltzer, hasNotableBearer, Brad Meltzer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brad Meltzer Context triple: [Meltzer, hasNotableBearer, Brad Meltzer]
-
A.
Jonathan Harr
Jonathan Harr is an American author and journalist best known for his nonfiction legal thriller "A Civil Action," which chronicles a landmark environmental lawsuit.
-
B.
Mark Blum
Mark Blum was an American actor known for his work in film, television, and theater, including notable roles in movies like "Desperately Seeking Susan" and "Crocodile Dundee."
-
C.
Steven Brill
Steven Brill is an American film director, screenwriter, and actor best known for directing broad comedy films such as "Little Nicky," "Mr. Deeds," and "Without a Paddle."
-
D.
Mitchell Zuckoff
Mitchell Zuckoff is an American journalist, nonfiction author, and Boston University professor known for his narrative histories and investigative works, including the book that inspired the film "13 Hours: The Secret Soldiers of Benghazi."
-
E.
Arnie Risen
Arnie Risen was an American professional basketball center and Naismith Memorial Basketball Hall of Famer who starred in the early NBA, winning championships with the Rochester Royals and Boston Celtics.
- 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: Brad Meltzer Triple: [Meltzer, hasNotableBearer, Brad Meltzer]
Generated description
Brad Meltzer is an American author best known for his political thrillers, non-fiction works on history and leadership, and the children's biography series "Ordinary People Change the World."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brad Meltzer Target entity description: Brad Meltzer is an American author best known for his political thrillers, non-fiction works on history and leadership, and the children's biography series "Ordinary People Change the World."
-
A.
Jonathan Harr
Jonathan Harr is an American author and journalist best known for his nonfiction legal thriller "A Civil Action," which chronicles a landmark environmental lawsuit.
-
B.
Mark Blum
Mark Blum was an American actor known for his work in film, television, and theater, including notable roles in movies like "Desperately Seeking Susan" and "Crocodile Dundee."
-
C.
Steven Brill
Steven Brill is an American film director, screenwriter, and actor best known for directing broad comedy films such as "Little Nicky," "Mr. Deeds," and "Without a Paddle."
-
D.
Mitchell Zuckoff
Mitchell Zuckoff is an American journalist, nonfiction author, and Boston University professor known for his narrative histories and investigative works, including the book that inspired the film "13 Hours: The Secret Soldiers of Benghazi."
-
E.
Arnie Risen
Arnie Risen was an American professional basketball center and Naismith Memorial Basketball Hall of Famer who starred in the early NBA, winning championships with the Rochester Royals and Boston Celtics.
- 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_69ca848091c48190bc313d6620d09555 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd99ad7d108190a0b8c975351ea727 |
completed | April 1, 2026, 10:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d16155b3288190ac135c3a1e58cc7e |
completed | April 4, 2026, 7:07 p.m. |
| NEDg | Description generation | batch_69d161e6a1308190932c8386e1c24f2e |
completed | April 4, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d165a8c80081909e4d0837cbaabf95 |
completed | April 4, 2026, 7:25 p.m. |
Created at: March 30, 2026, 8:05 p.m.