Triple
T18177430
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heller |
E435198
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Stephen Heller
Stephen Heller was a 19th-century Hungarian pianist, teacher, and Romantic composer best known for his piano études and character pieces.
|
E1313636
|
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: Stephen Heller | Statement: [Heller, hasNotableBearer, Stephen Heller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen Heller Context triple: [Heller, hasNotableBearer, Stephen Heller]
-
A.
Samuel Heller
Samuel Heller is a notable individual distinguished enough to be specifically cited as a prominent bearer of the surname Heller.
-
B.
Stephen Deutsch
Stephen Deutsch is a film producer best known for his work on the 1983 sports drama "All the Right Moves" starring Tom Cruise.
-
C.
Stephen Deutsch
Stephen Deutsch is a film producer best known for his work on the romantic time-travel drama "Somewhere in Time."
-
D.
Joshua Cohen
Joshua Cohen is an American political philosopher known for his work on democratic theory, deliberative democracy, and justice, often engaging with and extending the ideas of John Rawls.
-
E.
Martin Daum
Martin Daum is a German business executive known for leading Daimler’s global truck and bus operations, including serving as CEO of Daimler Truck AG.
- 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: Stephen Heller Triple: [Heller, hasNotableBearer, Stephen Heller]
Generated description
Stephen Heller was a 19th-century Hungarian pianist, teacher, and Romantic composer best known for his piano études and character pieces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephen Heller Target entity description: Stephen Heller was a 19th-century Hungarian pianist, teacher, and Romantic composer best known for his piano études and character pieces.
-
A.
Samuel Heller
Samuel Heller is a notable individual distinguished enough to be specifically cited as a prominent bearer of the surname Heller.
-
B.
Stephen Deutsch
Stephen Deutsch is a film producer best known for his work on the 1983 sports drama "All the Right Moves" starring Tom Cruise.
-
C.
Stephen Deutsch
Stephen Deutsch is a film producer best known for his work on the romantic time-travel drama "Somewhere in Time."
-
D.
Joshua Cohen
Joshua Cohen is an American political philosopher known for his work on democratic theory, deliberative democracy, and justice, often engaging with and extending the ideas of John Rawls.
-
E.
Martin Daum
Martin Daum is a German business executive known for leading Daimler’s global truck and bus operations, including serving as CEO of Daimler Truck AG.
- 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_6a03ac5d310081909f3ade018a109bd1 |
completed | May 12, 2026, 10:40 p.m. |
| NEDg | Description generation | batch_6a03ad76dd908190a9f7acb76bab24cd |
completed | May 12, 2026, 10:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03ae08ea448190875369c699a9b78a |
completed | May 12, 2026, 10:47 p.m. |
Created at: April 10, 2026, 10:31 a.m.