Triple
T4052127
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Illuminati (fictional depiction) |
E84607
|
entity |
| Predicate | confrontsCharacter |
P47753
|
FINISHED |
| Object | Robert Langdon |
E72336
|
NE FINISHED |
How this triple was built (3 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: Robert Langdon | Statement: [Illuminati (fictional depiction), confrontsCharacter, Robert Langdon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Langdon Context triple: [Illuminati (fictional depiction), confrontsCharacter, Robert Langdon]
-
A.
Robert Langdon
chosen
Robert Langdon is a fictional Harvard symbologist and the protagonist of Dan Brown’s thriller novels, known for unraveling historical and religious conspiracies.
-
B.
Trajan Langdon
Trajan Langdon is a former professional basketball player and NBA executive known for his front-office leadership, including his tenure as general manager of the New Orleans Pelicans.
-
C.
Royston Langdon
Royston Langdon is an English musician best known as the lead singer and bassist of the alternative rock band Spacehog.
-
D.
Milo William Langdon
Milo William Langdon is the son of American actress and model Liv Tyler.
-
E.
Robert Langdon film series
The Robert Langdon film series is a collection of mystery-thriller movies based on Dan Brown’s novels, following symbologist Robert Langdon as he unravels historical and religious conspiracies.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: confrontsCharacter Context triple: [Illuminati (fictional depiction), confrontsCharacter, Robert Langdon]
-
A.
helpsCharacterConfront
Indicates that one character actively supports or enables another character in facing and dealing with a difficult issue, fear, or challenge.
-
B.
confronts
chosen
Indicates that one entity directly faces and challenges another, often in opposition or dispute.
-
C.
character1
Indicates that the subject is identified as the first or primary character in a narrative or context.
-
D.
characterIn
Indicates that an entity appears as a character within a specified work, story, or narrative.
-
E.
character2
Indicates that a second character entity is involved in the relationship or context defined by the predicate.
- F. None of above.
Provenance (4 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_69aed933bec881909edfa28ebb69c634 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb869c34819097ec3bebe402d37b |
completed | March 9, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b55659256081909154569cedd1694a |
completed | March 14, 2026, 12:36 p.m. |
| PD | Predicate disambiguation | batch_69aef90249e4819095e9e043bc4aa9a6 |
completed | March 9, 2026, 4:44 p.m. |
Created at: March 9, 2026, 3:37 p.m.