Triple
T16133852
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Werner Herzog |
E391470
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Lessons of Darkness
Lessons of Darkness is a 1992 documentary film by Werner Herzog that presents haunting, poetic images of the post–Gulf War Kuwaiti oil fires in a stylized, almost science-fictional manner.
|
E1195433
|
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: Lessons of Darkness | Statement: [Werner Herzog, notableWork, Lessons of Darkness]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lessons of Darkness Context triple: [Werner Herzog, notableWork, Lessons of Darkness]
-
A.
Leçons de ténèbres
Leçons de ténèbres is a set of Baroque sacred vocal pieces for Holy Week, renowned for their expressive intensity and ornate French style.
-
B.
In the Dark
"In the Dark" is a 1987 studio album by the Grateful Dead that became their biggest commercial success, featuring the hit single "Touch of Grey."
-
C.
The Luminous Darkness
The Luminous Darkness is a theological and social reflection by Howard Thurman that explores race, spirituality, and the quest for reconciliation in a segregated America.
-
D.
Beware of Darkness
"Beware of Darkness" is a progressive rock album by Spock’s Beard, known for its complex compositions and melodic, symphonic style.
-
E.
Beware of Darkness
"Beware of Darkness" is a spiritually themed rock song by George Harrison, known for its introspective lyrics and rich, layered production.
- 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: Lessons of Darkness Triple: [Werner Herzog, notableWork, Lessons of Darkness]
Generated description
Lessons of Darkness is a 1992 documentary film by Werner Herzog that presents haunting, poetic images of the post–Gulf War Kuwaiti oil fires in a stylized, almost science-fictional manner.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lessons of Darkness Target entity description: Lessons of Darkness is a 1992 documentary film by Werner Herzog that presents haunting, poetic images of the post–Gulf War Kuwaiti oil fires in a stylized, almost science-fictional manner.
-
A.
Leçons de ténèbres
Leçons de ténèbres is a set of Baroque sacred vocal pieces for Holy Week, renowned for their expressive intensity and ornate French style.
-
B.
In the Dark
"In the Dark" is a 1987 studio album by the Grateful Dead that became their biggest commercial success, featuring the hit single "Touch of Grey."
-
C.
The Luminous Darkness
The Luminous Darkness is a theological and social reflection by Howard Thurman that explores race, spirituality, and the quest for reconciliation in a segregated America.
-
D.
Beware of Darkness
"Beware of Darkness" is a progressive rock album by Spock’s Beard, known for its complex compositions and melodic, symphonic style.
-
E.
Beware of Darkness
"Beware of Darkness" is a spiritually themed rock song by George Harrison, known for its introspective lyrics and rich, layered production.
- 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_69d87f1bb0988190b490d273dbf3fd03 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21a039f0c8190a679e16a27f2dbe3 |
completed | April 17, 2026, 11:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff2b1b7248190a1bba4a87db8318b |
completed | May 10, 2026, 2:51 a.m. |
| NEDg | Description generation | batch_69fff3478bfc8190bbcc0afbf6dbb089 |
completed | May 10, 2026, 2:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff3d29f50819093a9355d016f48dd |
completed | May 10, 2026, 2:56 a.m. |
Created at: April 10, 2026, 5:01 a.m.