Triple
T19754970
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cryptonomicon |
E474478
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Avi Halaby
Avi Halaby is a central figure in Neal Stephenson's novel "Cryptonomicon," involved in the book’s intricate web of cryptography, wartime intelligence, and high-tech intrigue.
|
E1394762
|
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 Halaby | Statement: [Cryptonomicon, mainCharacter, Avi Halaby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Avi Halaby Context triple: [Cryptonomicon, mainCharacter, Avi Halaby]
-
A.
Jonathan Badeen
Jonathan Badeen is an American entrepreneur best known as a co-founder and former Chief Strategy Officer of the dating app Tinder.
-
B.
Anthony Ghannam
Anthony Ghannam is an American voice actor best known for his role in the animated film "Bambi II."
-
C.
Joseph Bishara
Joseph Bishara is an American composer and actor best known for creating the unsettling musical scores and portraying demonic entities in modern horror films such as those in The Conjuring and Insidious franchises.
-
D.
Eli Samaha
Eli Samaha is an American film producer known for financing and producing a range of Hollywood genre films, often through independent and mid-budget studio projects.
-
E.
Emile Ghantous
Emile Ghantous is a music producer and songwriter known for his work in contemporary R&B and pop with various mainstream artists.
- 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 Halaby Triple: [Cryptonomicon, mainCharacter, Avi Halaby]
Generated description
Avi Halaby is a central figure in Neal Stephenson's novel "Cryptonomicon," involved in the book’s intricate web of cryptography, wartime intelligence, and high-tech intrigue.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Avi Halaby Target entity description: Avi Halaby is a central figure in Neal Stephenson's novel "Cryptonomicon," involved in the book’s intricate web of cryptography, wartime intelligence, and high-tech intrigue.
-
A.
Jonathan Badeen
Jonathan Badeen is an American entrepreneur best known as a co-founder and former Chief Strategy Officer of the dating app Tinder.
-
B.
Anthony Ghannam
Anthony Ghannam is an American voice actor best known for his role in the animated film "Bambi II."
-
C.
Joseph Bishara
Joseph Bishara is an American composer and actor best known for creating the unsettling musical scores and portraying demonic entities in modern horror films such as those in The Conjuring and Insidious franchises.
-
D.
Eli Samaha
Eli Samaha is an American film producer known for financing and producing a range of Hollywood genre films, often through independent and mid-budget studio projects.
-
E.
Emile Ghantous
Emile Ghantous is a music producer and songwriter known for his work in contemporary R&B and pop with various mainstream artists.
- 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_69d8e51940a0819087bd2996f98da668 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6529dada081909c5b4d65247c6032 |
completed | April 20, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07bd67064081908839a408b0e746e1 |
completed | May 16, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_6a07bde28e848190aaa9c4a06b31bdb6 |
completed | May 16, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07bed4c8d8819094fafce7eee69ee7 |
completed | May 16, 2026, 12:48 a.m. |
Created at: April 10, 2026, 1:48 p.m.