Triple
T23326824
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Game Changer |
E591314
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Ralph Stacy
Ralph Stacy is a film and television producer best known for his work on the project "Game Changer."
|
E1583283
|
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: Ralph Stacy | Statement: [Game Changer, producer, Ralph Stacy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ralph Stacy Context triple: [Game Changer, producer, Ralph Stacy]
-
A.
Ralph Hart
Ralph Hart is an actor best known for his role on the classic American television sitcom "The Lucy Show."
-
B.
Ralph Theodore
Ralph Theodore was an American actor known for his supporting roles in mid-20th-century films and stage productions.
-
C.
Ralph Burns
Ralph Burns was an American jazz pianist, composer, and arranger renowned for his influential big band work and acclaimed film scores.
-
D.
Ralph Jordan
Ralph Jordan was a longtime Auburn University football coach and athletic figure whose legacy is commemorated in the naming of Jordan–Hare Stadium.
-
E.
Ralph Frost
Ralph Frost is an individual notable enough to be recognized as a bearer of the surname Frost.
- 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: Ralph Stacy Triple: [Game Changer, producer, Ralph Stacy]
Generated description
Ralph Stacy is a film and television producer best known for his work on the project "Game Changer."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ralph Stacy Target entity description: Ralph Stacy is a film and television producer best known for his work on the project "Game Changer."
-
A.
Ralph Hart
Ralph Hart is an actor best known for his role on the classic American television sitcom "The Lucy Show."
-
B.
Ralph Theodore
Ralph Theodore was an American actor known for his supporting roles in mid-20th-century films and stage productions.
-
C.
Ralph Burns
Ralph Burns was an American jazz pianist, composer, and arranger renowned for his influential big band work and acclaimed film scores.
-
D.
Ralph Jordan
Ralph Jordan was a longtime Auburn University football coach and athletic figure whose legacy is commemorated in the naming of Jordan–Hare Stadium.
-
E.
Ralph Frost
Ralph Frost is an individual notable enough to be recognized as a bearer of the surname Frost.
- 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_69e25d1effe4819096907f95f610dbff |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f197eaa7b88190aad2096c110dadea |
completed | April 29, 2026, 5:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c5dc68d7081908cbb91d6dce3aa98 |
completed | May 19, 2026, 12:55 p.m. |
| NEDg | Description generation | batch_6a0c5f0188388190a76923ea497f1b04 |
completed | May 19, 2026, 1 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c5fd0c4e88190901c08e6c969e7ac |
completed | May 19, 2026, 1:04 p.m. |
Created at: April 17, 2026, 5:12 p.m.