Triple
T1518067
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marvel Studios |
E32165
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Avi Arad
Avi Arad is an Israeli-American film producer and former Marvel executive best known for helping launch the modern era of Marvel superhero movies.
|
E175532
|
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: Avi Arad | Statement: [Marvel Studios, foundedBy, Avi Arad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Avi Arad Context triple: [Marvel Studios, foundedBy, Avi Arad]
-
A.
Amnon Shashua
Amnon Shashua is an Israeli computer scientist and entrepreneur best known as the co-founder and CEO of Mobileye, a leading company in advanced driver-assistance and autonomous driving technologies.
-
B.
Arie Arnon
Arie Arnon is an Israeli economist and peace activist recognized internationally for his contributions to promoting peace and justice, including being honored with the Sydney Peace Prize.
-
C.
Dov Karmi
Dov Karmi was a prominent Israeli architect known for helping shape the modernist architectural landscape of Tel Aviv and other parts of Israel in the mid-20th century.
-
D.
Ilan Eshkeri
Ilan Eshkeri is a British composer known for his orchestral film scores and collaborations on movies, television, and video games.
-
E.
Charles Roven
Charles Roven is an American film producer known for his work on major Hollywood blockbusters, including Christopher Nolan’s films such as Oppenheimer and The Dark Knight trilogy.
- 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: Avi Arad Triple: [Marvel Studios, foundedBy, Avi Arad]
Generated description
Avi Arad is an Israeli-American film producer and former Marvel executive best known for helping launch the modern era of Marvel superhero movies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Avi Arad Target entity description: Avi Arad is an Israeli-American film producer and former Marvel executive best known for helping launch the modern era of Marvel superhero movies.
-
A.
Amnon Shashua
Amnon Shashua is an Israeli computer scientist and entrepreneur best known as the co-founder and CEO of Mobileye, a leading company in advanced driver-assistance and autonomous driving technologies.
-
B.
Arie Arnon
Arie Arnon is an Israeli economist and peace activist recognized internationally for his contributions to promoting peace and justice, including being honored with the Sydney Peace Prize.
-
C.
Dov Karmi
Dov Karmi was a prominent Israeli architect known for helping shape the modernist architectural landscape of Tel Aviv and other parts of Israel in the mid-20th century.
-
D.
Ilan Eshkeri
Ilan Eshkeri is a British composer known for his orchestral film scores and collaborations on movies, television, and video games.
-
E.
Charles Roven
Charles Roven is an American film producer known for his work on major Hollywood blockbusters, including Christopher Nolan’s films such as Oppenheimer and The Dark Knight trilogy.
- 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_69a885e8caf88190a5fbb6159ce87786 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a907ed44ac8190953e428c831e24df |
completed | March 5, 2026, 4:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad308f99d8819095c2ed404d4170b3 |
completed | March 8, 2026, 8:17 a.m. |
| NEDg | Description generation | batch_69ad3122d16081909cc0ad2fc55ee761 |
completed | March 8, 2026, 8:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad31c7a2b08190a75ee4face596565 |
completed | March 8, 2026, 8:22 a.m. |
Created at: March 4, 2026, 7:26 p.m.