Triple
T15294500
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Twin Peaks: Fire Walk with Me |
E365617
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Robert Engels
Robert Engels is an American television and film writer best known for his work on the cult series "Twin Peaks" and its prequel film "Twin Peaks: Fire Walk with Me."
|
E1149024
|
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: Robert Engels | Statement: [Twin Peaks: Fire Walk with Me, screenwriter, Robert Engels]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Engels Context triple: [Twin Peaks: Fire Walk with Me, screenwriter, Robert Engels]
-
A.
Engels
Engels is a city in Russia’s Saratov Oblast, situated on the Volga River and known as an important industrial and transportation center.
-
B.
Max Engel
Max Engel is the young boy protagonist in the 2015 horror-comedy film "Krampus," whose loss of Christmas spirit inadvertently summons the titular demonic creature.
-
C.
F. Engel
F. Engel was a German mathematician best known for his collaboration with Sophus Lie on the foundational work in the theory of continuous transformation groups.
-
D.
Carlo Marx
Carlo Marx is a passionate, eccentric poet in Jack Kerouac's novel "On the Road," widely recognized as a fictionalized portrayal of the Beat Generation writer Allen Ginsberg.
-
E.
Friedrich Engel
Friedrich Engel was a German mathematician best known for his collaboration with Sophus Lie in developing the theory of continuous transformation groups and co-authoring the multi-volume "Theorie der Transformationsgruppen."
- 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: Robert Engels Triple: [Twin Peaks: Fire Walk with Me, screenwriter, Robert Engels]
Generated description
Robert Engels is an American television and film writer best known for his work on the cult series "Twin Peaks" and its prequel film "Twin Peaks: Fire Walk with Me."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Engels Target entity description: Robert Engels is an American television and film writer best known for his work on the cult series "Twin Peaks" and its prequel film "Twin Peaks: Fire Walk with Me."
-
A.
Engels
Engels is a city in Russia’s Saratov Oblast, situated on the Volga River and known as an important industrial and transportation center.
-
B.
Max Engel
Max Engel is the young boy protagonist in the 2015 horror-comedy film "Krampus," whose loss of Christmas spirit inadvertently summons the titular demonic creature.
-
C.
F. Engel
F. Engel was a German mathematician best known for his collaboration with Sophus Lie on the foundational work in the theory of continuous transformation groups.
-
D.
Carlo Marx
Carlo Marx is a passionate, eccentric poet in Jack Kerouac's novel "On the Road," widely recognized as a fictionalized portrayal of the Beat Generation writer Allen Ginsberg.
-
E.
Friedrich Engel
Friedrich Engel was a German mathematician best known for his collaboration with Sophus Lie in developing the theory of continuous transformation groups and co-authoring the multi-volume "Theorie der Transformationsgruppen."
- 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_69d85a103d9081908c1ea6c4c73ac8e3 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03682ea488190ac82fdbd0e855d34 |
completed | April 16, 2026, 1:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feef81058c8190aec7c7ad9a68f569 |
completed | May 9, 2026, 8:25 a.m. |
| NEDg | Description generation | batch_69fef36488e081909be34cf781af91ea |
completed | May 9, 2026, 8:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fef435b1208190bd839297a2f8d3f4 |
completed | May 9, 2026, 8:45 a.m. |
Created at: April 10, 2026, 3:15 a.m.