Triple
T19754916
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Snow Crash |
E474477
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Juanita Marquez
Juanita Marquez is a brilliant hacker and linguist in Neal Stephenson's cyberpunk novel "Snow Crash," central to unraveling the book's techno-linguistic conspiracy.
|
E1418210
|
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: Juanita Marquez | Statement: [Snow Crash, mainCharacter, Juanita Marquez]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Juanita Marquez Context triple: [Snow Crash, mainCharacter, Juanita Marquez]
-
A.
Yolanda Pulecio
Yolanda Pulecio is a Colombian politician and former beauty queen best known as the mother of ex-presidential candidate and long-time FARC hostage Ingrid Betancourt.
-
B.
Teresa Mendoza
Teresa Mendoza is a resilient Mexican woman who rises from a poor background to become a powerful drug cartel leader in the crime drama "Queen of the South."
-
C.
Yolanda Magaña
Yolanda Magaña is a person notable enough to be recognized as a significant bearer of the surname Magaña.
-
D.
Ursula Martinez
Ursula Martinez is a British performance artist, writer, and cabaret performer known for her provocative, genre-blending work that often explores identity, sexuality, and the boundaries between public and private.
-
E.
Carmen Martinez
Carmen Martinez was the wife of renowned American photojournalist W. Eugene Smith, known primarily in relation to his personal life and legacy.
- 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: Juanita Marquez Triple: [Snow Crash, mainCharacter, Juanita Marquez]
Generated description
Juanita Marquez is a brilliant hacker and linguist in Neal Stephenson's cyberpunk novel "Snow Crash," central to unraveling the book's techno-linguistic conspiracy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Juanita Marquez Target entity description: Juanita Marquez is a brilliant hacker and linguist in Neal Stephenson's cyberpunk novel "Snow Crash," central to unraveling the book's techno-linguistic conspiracy.
-
A.
Yolanda Pulecio
Yolanda Pulecio is a Colombian politician and former beauty queen best known as the mother of ex-presidential candidate and long-time FARC hostage Ingrid Betancourt.
-
B.
Teresa Mendoza
Teresa Mendoza is a resilient Mexican woman who rises from a poor background to become a powerful drug cartel leader in the crime drama "Queen of the South."
-
C.
Yolanda Magaña
Yolanda Magaña is a person notable enough to be recognized as a significant bearer of the surname Magaña.
-
D.
Ursula Martinez
Ursula Martinez is a British performance artist, writer, and cabaret performer known for her provocative, genre-blending work that often explores identity, sexuality, and the boundaries between public and private.
-
E.
Carmen Martinez
Carmen Martinez was the wife of renowned American photojournalist W. Eugene Smith, known primarily in relation to his personal life and legacy.
- 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_6a0843d0bac081909a28d9eb69ec1ac3 |
completed | May 16, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_6a0844b2ef688190908b9ad5cf554907 |
completed | May 16, 2026, 10:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0845e241048190ba7fb657d4dca3d7 |
completed | May 16, 2026, 10:24 a.m. |
Created at: April 10, 2026, 1:48 p.m.