Triple
T18177424
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heller |
E435198
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
George Heller
George Heller is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Heller.
|
E1312314
|
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: George Heller | Statement: [Heller, hasNotableBearer, George Heller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George Heller Context triple: [Heller, hasNotableBearer, George Heller]
-
A.
Michael Heller
Michael Heller is a prominent philosopher and Catholic priest known for his work at the intersection of science, cosmology, and theology, and for being awarded the 2008 Templeton Prize.
-
B.
Erle Galbraith
Erle Galbraith was the fourth wife of famed American singer and entertainer Al Jolson.
-
C.
Stephen F. Hale
Stephen F. Hale was a 19th-century American politician and Confederate officer from Alabama, after whom Hale County is named.
-
D.
Hans Matheson
Hans Matheson is a Scottish actor known for his roles in period dramas and literary adaptations in film and television.
-
E.
E. Stanley Crawford
E. Stanley Crawford was a prominent American cardiovascular surgeon and academic known for his pioneering work in aortic surgery and contributions to vascular and thoracic surgical techniques.
- 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: George Heller Triple: [Heller, hasNotableBearer, George Heller]
Generated description
George Heller is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Heller.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: George Heller Target entity description: George Heller is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Heller.
-
A.
Michael Heller
Michael Heller is a prominent philosopher and Catholic priest known for his work at the intersection of science, cosmology, and theology, and for being awarded the 2008 Templeton Prize.
-
B.
Erle Galbraith
Erle Galbraith was the fourth wife of famed American singer and entertainer Al Jolson.
-
C.
Stephen F. Hale
Stephen F. Hale was a 19th-century American politician and Confederate officer from Alabama, after whom Hale County is named.
-
D.
Hans Matheson
Hans Matheson is a Scottish actor known for his roles in period dramas and literary adaptations in film and television.
-
E.
E. Stanley Crawford
E. Stanley Crawford was a prominent American cardiovascular surgeon and academic known for his pioneering work in aortic surgery and contributions to vascular and thoracic surgical techniques.
- 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_6a039f045f2c8190b0fb21b5f97c4421 |
completed | May 12, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_6a039fa823ec8190acb9f399d20800c8 |
completed | May 12, 2026, 9:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03a07a59f88190a7ddd5b612d1575a |
completed | May 12, 2026, 9:49 p.m. |
Created at: April 10, 2026, 10:31 a.m.