Triple
T18177428
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heller |
E435198
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Ralph Heller
Ralph Heller is a relatively obscure individual whose primary distinguishing feature is sharing the surname associated with the better-known Heller family name.
|
E1318609
|
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 Heller | Statement: [Heller, hasNotableBearer, Ralph Heller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ralph Heller Context triple: [Heller, hasNotableBearer, Ralph Heller]
-
A.
Ralph Hart
Ralph Hart is an actor best known for his role on the classic American television sitcom "The Lucy Show."
-
B.
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.
-
C.
Ralph Levy
Ralph Levy was a film and television director best known for his work on mid-20th-century American comedies, including the movie "Bedtime Story."
-
D.
Ralph Stein
Ralph Stein was an American cartoonist, illustrator, and author best known for his work on the comic strip "Popeye" and for his books on World War II and automobiles.
-
E.
James Heller
James Heller is a fictional U.S. political leader, notably serving as Secretary of Defense and later President, in the 24 television franchise.
- 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 Heller Triple: [Heller, hasNotableBearer, Ralph Heller]
Generated description
Ralph Heller is a relatively obscure individual whose primary distinguishing feature is sharing the surname associated with the better-known Heller family name.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ralph Heller Target entity description: Ralph Heller is a relatively obscure individual whose primary distinguishing feature is sharing the surname associated with the better-known Heller family name.
-
A.
Ralph Hart
Ralph Hart is an actor best known for his role on the classic American television sitcom "The Lucy Show."
-
B.
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.
-
C.
Ralph Levy
Ralph Levy was a film and television director best known for his work on mid-20th-century American comedies, including the movie "Bedtime Story."
-
D.
Ralph Stein
Ralph Stein was an American cartoonist, illustrator, and author best known for his work on the comic strip "Popeye" and for his books on World War II and automobiles.
-
E.
James Heller
James Heller is a fictional U.S. political leader, notably serving as Secretary of Defense and later President, in the 24 television franchise.
- 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_69d8b90c7ec081909b4694ccecb449c6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4df5a72008190bd2e56205b995a87 |
completed | April 19, 2026, 1:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03c4b073e88190ac09118311e57dd9 |
completed | May 13, 2026, 12:24 a.m. |
| NEDg | Description generation | batch_6a03c582c9fc8190a656bb9e5544b5cf |
completed | May 13, 2026, 12:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03c64c02288190903c7e9123ca5a79 |
completed | May 13, 2026, 12:31 a.m. |
Created at: April 10, 2026, 10:31 a.m.