Triple
T4623239
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Fortune Cookie |
E101034
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Willie Gingrich
Willie Gingrich is a fast-talking, opportunistic lawyer character from Billy Wilder’s film "The Fortune Cookie," famously portrayed by Walter Matthau.
|
E456977
|
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: Willie Gingrich | Statement: [The Fortune Cookie, mainCharacter, Willie Gingrich]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Willie Gingrich Context triple: [The Fortune Cookie, mainCharacter, Willie Gingrich]
-
A.
Arnold Gingrich
Arnold Gingrich was an American magazine editor best known as a co-founder and longtime editor of the influential men's magazine Esquire.
-
B.
Joseph W. Byrns
Joseph W. Byrns was an American Democratic politician from Tennessee who served as Speaker of the U.S. House of Representatives in the mid-1930s.
-
C.
Milton Moore
Milton Moore was a cinematographer active during the silent film era, known for his work on early American cinema.
-
D.
Bill Hagerty
Bill Hagerty is a Republican politician and former U.S. ambassador to Japan who serves as a United States Senator from Tennessee.
-
E.
Lawrence A. Maddox
Lawrence A. Maddox is a film editor best known for his work on genre films such as the horror-western From Dusk Till Dawn 3: The Hangman's Daughter.
- 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: Willie Gingrich Triple: [The Fortune Cookie, mainCharacter, Willie Gingrich]
Generated description
Willie Gingrich is a fast-talking, opportunistic lawyer character from Billy Wilder’s film "The Fortune Cookie," famously portrayed by Walter Matthau.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Willie Gingrich Target entity description: Willie Gingrich is a fast-talking, opportunistic lawyer character from Billy Wilder’s film "The Fortune Cookie," famously portrayed by Walter Matthau.
-
A.
Arnold Gingrich
Arnold Gingrich was an American magazine editor best known as a co-founder and longtime editor of the influential men's magazine Esquire.
-
B.
Joseph W. Byrns
Joseph W. Byrns was an American Democratic politician from Tennessee who served as Speaker of the U.S. House of Representatives in the mid-1930s.
-
C.
Milton Moore
Milton Moore was a cinematographer active during the silent film era, known for his work on early American cinema.
-
D.
Bill Hagerty
Bill Hagerty is a Republican politician and former U.S. ambassador to Japan who serves as a United States Senator from Tennessee.
-
E.
Lawrence A. Maddox
Lawrence A. Maddox is a film editor best known for his work on genre films such as the horror-western From Dusk Till Dawn 3: The Hangman's Daughter.
- 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_69bd43d0497c8190ac23c65c5804846a |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd5a053d38819097b3ecbc06aa6e4d |
completed | March 20, 2026, 2:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfaa069388190b6482315708b85c2 |
completed | March 21, 2026, 1:55 a.m. |
| NEDg | Description generation | batch_69bdfb9422e48190819d5d99e72e8854 |
completed | March 21, 2026, 1:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfc6ac91c819090776365d3dc05d4 |
completed | March 21, 2026, 2:03 a.m. |
Created at: March 20, 2026, 1:12 p.m.