Triple
T4389739
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brave New World |
E99333
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Bernard Marx
Bernard Marx is a discontented Alpha-plus psychologist in Aldous Huxley’s dystopian novel "Brave New World," whose sense of alienation leads him to question the values of his highly controlled society.
|
E435913
|
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: Bernard Marx | Statement: [Brave New World, mainCharacter, Bernard Marx]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bernard Marx Context triple: [Brave New World, mainCharacter, Bernard Marx]
-
A.
Felix Weil
Felix Weil was a German Marxist intellectual and wealthy benefactor best known for financing and helping to establish the Frankfurt School’s Institute for Social Research.
-
B.
Henry Bernard
Henry Bernard was a prominent 20th-century French architect known for his modernist public buildings and influential role in postwar urban planning.
-
C.
Claude Montefiore
Claude Montefiore was a leading British Jewish theologian and scholar who helped shape early Reform Judaism through his liberal religious thought and biblical criticism.
-
D.
Harvey Bernhard
Harvey Bernhard was an American film producer best known for overseeing influential horror and genre films in the 1970s and 1980s, including the classic supernatural thriller "The Omen."
-
E.
Lionel Newman
Lionel Newman was an American composer and conductor best known for his work in film and television music, including a long association with 20th Century Fox.
- 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: Bernard Marx Triple: [Brave New World, mainCharacter, Bernard Marx]
Generated description
Bernard Marx is a discontented Alpha-plus psychologist in Aldous Huxley’s dystopian novel "Brave New World," whose sense of alienation leads him to question the values of his highly controlled society.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bernard Marx Target entity description: Bernard Marx is a discontented Alpha-plus psychologist in Aldous Huxley’s dystopian novel "Brave New World," whose sense of alienation leads him to question the values of his highly controlled society.
-
A.
Felix Weil
Felix Weil was a German Marxist intellectual and wealthy benefactor best known for financing and helping to establish the Frankfurt School’s Institute for Social Research.
-
B.
Henry Bernard
Henry Bernard was a prominent 20th-century French architect known for his modernist public buildings and influential role in postwar urban planning.
-
C.
Claude Montefiore
Claude Montefiore was a leading British Jewish theologian and scholar who helped shape early Reform Judaism through his liberal religious thought and biblical criticism.
-
D.
Harvey Bernhard
Harvey Bernhard was an American film producer best known for overseeing influential horror and genre films in the 1970s and 1980s, including the classic supernatural thriller "The Omen."
-
E.
Lionel Newman
Lionel Newman was an American composer and conductor best known for his work in film and television music, including a long association with 20th Century Fox.
- 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_69b3454f739481909ff6c28331f0c0b9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35282cb2c8190856da20bb87e88ff |
completed | March 12, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e52d63c08190bc98c090cfe0ff1c |
completed | March 14, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69b5e5b3ba208190b6cb5e40f9e744e8 |
completed | March 14, 2026, 10:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e62af694819086b3eddb71f591d2 |
completed | March 14, 2026, 10:50 p.m. |
Created at: March 12, 2026, 11:19 p.m.