Triple
T2172887
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Graduate |
E48463
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Calder Willingham
Calder Willingham was an American novelist and screenwriter known for his sharp, satirical writing and contributions to several notable mid-20th-century films.
|
E238660
|
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: Calder Willingham | Statement: [The Graduate, screenwriter, Calder Willingham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Calder Willingham Context triple: [The Graduate, screenwriter, Calder Willingham]
-
A.
Allan Melvill
Allan Melvill was an American merchant and importer best known as the father of novelist Herman Melville.
-
B.
Reginald Denny
Reginald Denny was an English-born actor and occasional aviator and inventor, best known for his prolific work in early Hollywood films and serials during the 1920s–1940s.
-
C.
Emma Tillinger Koskoff
Emma Tillinger Koskoff is an American film producer best known for her longtime collaboration with director Martin Scorsese on acclaimed films such as The Wolf of Wall Street, The Departed, and The Irishman.
-
D.
Martin Richard
Martin Richard was an eight-year-old boy from Dorchester, Massachusetts, who was tragically killed in the 2013 Boston Marathon bombing and later became a symbol of peace and resilience for the city.
-
E.
Timothy McVeigh
Timothy McVeigh was an American domestic terrorist best known for perpetrating the 1995 Oklahoma City bombing, one of the deadliest attacks on U.S. soil before 9/11.
- 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: Calder Willingham Triple: [The Graduate, screenwriter, Calder Willingham]
Generated description
Calder Willingham was an American novelist and screenwriter known for his sharp, satirical writing and contributions to several notable mid-20th-century films.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Calder Willingham Target entity description: Calder Willingham was an American novelist and screenwriter known for his sharp, satirical writing and contributions to several notable mid-20th-century films.
-
A.
Allan Melvill
Allan Melvill was an American merchant and importer best known as the father of novelist Herman Melville.
-
B.
Reginald Denny
Reginald Denny was an English-born actor and occasional aviator and inventor, best known for his prolific work in early Hollywood films and serials during the 1920s–1940s.
-
C.
Emma Tillinger Koskoff
Emma Tillinger Koskoff is an American film producer best known for her longtime collaboration with director Martin Scorsese on acclaimed films such as The Wolf of Wall Street, The Departed, and The Irishman.
-
D.
Martin Richard
Martin Richard was an eight-year-old boy from Dorchester, Massachusetts, who was tragically killed in the 2013 Boston Marathon bombing and later became a symbol of peace and resilience for the city.
-
E.
Timothy McVeigh
Timothy McVeigh was an American domestic terrorist best known for perpetrating the 1995 Oklahoma City bombing, one of the deadliest attacks on U.S. soil before 9/11.
- 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_69a88aa3faa48190995b233af6525815 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abbecb97a48190834e3e536184bbd1 |
completed | March 7, 2026, 5:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae58f6c8c8819081a06861f6133fe9 |
completed | March 9, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69ae5989f054819082f36e5515bec3ca |
completed | March 9, 2026, 5:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5a140b0c8190beb470d69da0b439 |
completed | March 9, 2026, 5:26 a.m. |
Created at: March 4, 2026, 7:45 p.m.