Triple
T20384902
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Almost Angels |
E497933
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | Robert A. Stemmle |
—
|
NE NERFINISHED |
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 A. Stemmle | Statement: [Almost Angels, screenwriter, Robert A. Stemmle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert A. Stemmle Context triple: [Almost Angels, screenwriter, Robert A. Stemmle]
-
A.
Robert J. Damminger
Robert J. Damminger is an American local government official and politician who has served in leadership roles in Gloucester County, New Jersey.
-
B.
Richard A. Diehl
Richard A. Diehl is an American archaeologist and Mesoamericanist best known for his influential research on the Olmec civilization and early complex societies in ancient Mexico.
-
C.
Richard J. Hieb
Richard J. Hieb is a former NASA astronaut and engineer who flew on three Space Shuttle missions in the early 1990s, contributing to satellite deployment, repair, and microgravity research.
-
D.
Galen D. Stucky
Galen D. Stucky is an American chemist renowned for his pioneering work in materials chemistry, particularly in the design and synthesis of porous and mesostructured materials.
-
E.
James D. Meindl
James D. Meindl was a pioneering American electrical engineer and academic renowned for his influential contributions to microelectronics and semiconductor technology.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert A. Stemmle Target entity description: Robert A. Stemmle was a German screenwriter and film director known for his work on numerous mid-20th-century German films and international co-productions.
-
A.
Robert J. Damminger
Robert J. Damminger is an American local government official and politician who has served in leadership roles in Gloucester County, New Jersey.
-
B.
Richard A. Diehl
Richard A. Diehl is an American archaeologist and Mesoamericanist best known for his influential research on the Olmec civilization and early complex societies in ancient Mexico.
-
C.
Richard J. Hieb
Richard J. Hieb is a former NASA astronaut and engineer who flew on three Space Shuttle missions in the early 1990s, contributing to satellite deployment, repair, and microgravity research.
-
D.
Galen D. Stucky
Galen D. Stucky is an American chemist renowned for his pioneering work in materials chemistry, particularly in the design and synthesis of porous and mesostructured materials.
-
E.
James D. Meindl
James D. Meindl was a pioneering American electrical engineer and academic renowned for his influential contributions to microelectronics and semiconductor technology.
- F. None of above. chosen
Provenance (2 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_69e0b4a71ebc8190b153a36c738730f4 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6790a31a4819099b2e6df2bafe547 |
completed | April 20, 2026, 7:05 p.m. |
Created at: April 16, 2026, 11:28 a.m.