Triple
T18177417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heller |
E435198
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Alfred Heller
Alfred Heller is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Heller.
|
E1360438
|
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: Alfred Heller | Statement: [Heller, hasNotableBearer, Alfred Heller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alfred Heller Context triple: [Heller, hasNotableBearer, Alfred Heller]
-
A.
Otto Heller
Otto Heller was a Czech-born cinematographer renowned for his stylish work on British films, including classics like "Peeping Tom" and "The Ipcress File."
-
B.
Fritz Eisel
Fritz Eisel was a German painter and graphic artist associated with East German art and known for his murals and public works.
-
C.
Hubert Loewenstein
Hubert Loewenstein is a notable individual who bears the Lowenstein surname, recognized as a distinguished representative of that family name.
-
D.
Alfred Rosen
Alfred Rosen is a relatively obscure individual whose primary notability appears to stem from sharing the surname "Rosen," with no widely recognized historical or cultural significance independently documented.
-
E.
Carl Schuhmann
Carl Schuhmann was a German athlete renowned for winning multiple gold medals in gymnastics and wrestling at the inaugural modern Olympic Games in 1896.
- 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: Alfred Heller Triple: [Heller, hasNotableBearer, Alfred Heller]
Generated description
Alfred Heller is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Heller.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alfred Heller Target entity description: Alfred Heller is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Heller.
-
A.
Otto Heller
Otto Heller was a Czech-born cinematographer renowned for his stylish work on British films, including classics like "Peeping Tom" and "The Ipcress File."
-
B.
Fritz Eisel
Fritz Eisel was a German painter and graphic artist associated with East German art and known for his murals and public works.
-
C.
Hubert Loewenstein
Hubert Loewenstein is a notable individual who bears the Lowenstein surname, recognized as a distinguished representative of that family name.
-
D.
Alfred Rosen
Alfred Rosen is a relatively obscure individual whose primary notability appears to stem from sharing the surname "Rosen," with no widely recognized historical or cultural significance independently documented.
-
E.
Carl Schuhmann
Carl Schuhmann was a German athlete renowned for winning multiple gold medals in gymnastics and wrestling at the inaugural modern Olympic Games in 1896.
- 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_6a06f234d350819090ea00808e01b286 |
completed | May 15, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_6a06f2b5c02c81909053e02939a19162 |
completed | May 15, 2026, 10:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f318fdfc819091b4968731225139 |
completed | May 15, 2026, 10:19 a.m. |
Created at: April 10, 2026, 10:31 a.m.