Triple
T123152
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ron Howard |
E2488
|
entity |
| Predicate | directed |
P7373
|
FINISHED |
| Object | Angels & Demons |
E14249
|
NE FINISHED |
How this triple was built (2 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: Angels & Demons | Statement: [Ron Howard, directed, Angels & Demons]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Angels & Demons Context triple: [Ron Howard, directed, Angels & Demons]
-
A.
Angels & Demons
chosen
Angels & Demons is a 2009 mystery-thriller film based on Dan Brown’s novel, following symbologist Robert Langdon as he races to stop a deadly conspiracy within the Vatican.
-
B.
The Da Vinci Code
The Da Vinci Code is a 2006 mystery thriller film based on Dan Brown’s bestselling novel, following symbologist Robert Langdon as he uncovers a conspiracy involving secret societies and religious history.
-
C.
The Looming Tower
The Looming Tower is a critically acclaimed non-fiction book by Lawrence Wright that traces the rise of al-Qaeda and the events leading up to the September 11, 2001 terrorist attacks.
-
D.
The Light
The Light is a notable work by the rapper Common, showcasing his introspective lyricism and soulful, jazz-influenced hip-hop style.
-
E.
The Demon-Haunted World
The Demon-Haunted World is a popular science book by Carl Sagan that champions critical thinking and the scientific method as antidotes to superstition and pseudoscience.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a251b54ea88190b18281669f59b4c0 |
completed | Feb. 28, 2026, 2:23 a.m. |
| NER | Named-entity recognition | batch_69a25b816dbc8190b20e13c80a451e6b |
completed | Feb. 28, 2026, 3:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2aa453a8c81908d6d4d14aff8522e |
completed | Feb. 28, 2026, 8:41 a.m. |
Created at: Feb. 28, 2026, 2:27 a.m.