Triple
T18177411
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heller |
E435198
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Liron Heller
Liron Heller is an individual notable enough to be recognized as a bearer of the Heller surname, though specific public details about their life or work are not widely documented.
|
E1316116
|
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: Liron Heller | Statement: [Heller, hasNotableBearer, Liron Heller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liron Heller Context triple: [Heller, hasNotableBearer, Liron Heller]
-
A.
Osnat Shurer
Osnat Shurer is an Israeli-American film producer best known for her work on major Walt Disney Animation Studios features such as "Moana" and "Raya and the Last Dragon."
-
B.
Harel Weinstein
Harel Weinstein is an Israeli-American neuroscientist and biophysicist known for his work on membrane proteins and computational neuroscience.
-
C.
Yigal Heller
Yigal Heller is an individual notable enough to be recognized as a prominent bearer of the surname Heller.
-
D.
Nir Bergman
Nir Bergman is an Israeli film and television director and screenwriter known for his influential work in character-driven dramas.
-
E.
Amir Chetrit
Amir Chetrit is an early cryptocurrency entrepreneur best known as one of the original co-founders of Ethereum alongside Gavin Wood and others.
- 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: Liron Heller Triple: [Heller, hasNotableBearer, Liron Heller]
Generated description
Liron Heller is an individual notable enough to be recognized as a bearer of the Heller surname, though specific public details about their life or work are not widely documented.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liron Heller Target entity description: Liron Heller is an individual notable enough to be recognized as a bearer of the Heller surname, though specific public details about their life or work are not widely documented.
-
A.
Osnat Shurer
Osnat Shurer is an Israeli-American film producer best known for her work on major Walt Disney Animation Studios features such as "Moana" and "Raya and the Last Dragon."
-
B.
Harel Weinstein
Harel Weinstein is an Israeli-American neuroscientist and biophysicist known for his work on membrane proteins and computational neuroscience.
-
C.
Yigal Heller
chosen
Yigal Heller is an individual notable enough to be recognized as a prominent bearer of the surname Heller.
-
D.
Nir Bergman
Nir Bergman is an Israeli film and television director and screenwriter known for his influential work in character-driven dramas.
-
E.
Amir Chetrit
Amir Chetrit is an early cryptocurrency entrepreneur best known as one of the original co-founders of Ethereum alongside Gavin Wood and others.
- F. None of above.
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_6a03bb453f808190a662038135968873 |
completed | May 12, 2026, 11:44 p.m. |
| NEDg | Description generation | batch_6a03bc43edc48190965f07b9cedc23b6 |
completed | May 12, 2026, 11:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03bcda8dc88190a6dc4cff201d3ce6 |
completed | May 12, 2026, 11:50 p.m. |
Created at: April 10, 2026, 10:31 a.m.