Triple
T2200486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atomic Blonde |
E50476
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Emmett Kurzfeld
Emmett Kurzfeld is a supporting intelligence operative in the spy thriller film "Atomic Blonde," aiding the protagonist amid Cold War espionage in Berlin.
|
E248784
|
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: Emmett Kurzfeld | Statement: [Atomic Blonde, character, Emmett Kurzfeld]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emmett Kurzfeld Context triple: [Atomic Blonde, character, Emmett Kurzfeld]
-
A.
Kurt Buckman
Kurt Buckman is one of the three beleaguered friends in the dark comedy film "Horrible Bosses," known for plotting to kill his abusive employer alongside his equally frustrated coworkers.
-
B.
Joel Parker
Joel Parker is a name shared by several notable individuals, including historical American politicians and jurists.
-
C.
Nate Heller
Nate Heller is a film composer and songwriter known for his emotionally resonant scores for movies such as "A Beautiful Day in the Neighborhood" and "Can You Ever Forgive Me?".
-
D.
Alex Hannum
Alex Hannum was an American professional basketball coach and former player best known for leading multiple teams, including the St. Louis Hawks and Philadelphia 76ers, to NBA championships.
-
E.
Evan Schiff
Evan Schiff is a film editor known for his work on high-profile action movies, including entries in the John Wick franchise.
- 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: Emmett Kurzfeld Triple: [Atomic Blonde, character, Emmett Kurzfeld]
Generated description
Emmett Kurzfeld is a supporting intelligence operative in the spy thriller film "Atomic Blonde," aiding the protagonist amid Cold War espionage in Berlin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emmett Kurzfeld Target entity description: Emmett Kurzfeld is a supporting intelligence operative in the spy thriller film "Atomic Blonde," aiding the protagonist amid Cold War espionage in Berlin.
-
A.
Kurt Buckman
Kurt Buckman is one of the three beleaguered friends in the dark comedy film "Horrible Bosses," known for plotting to kill his abusive employer alongside his equally frustrated coworkers.
-
B.
Joel Parker
Joel Parker is a name shared by several notable individuals, including historical American politicians and jurists.
-
C.
Nate Heller
Nate Heller is a film composer and songwriter known for his emotionally resonant scores for movies such as "A Beautiful Day in the Neighborhood" and "Can You Ever Forgive Me?".
-
D.
Alex Hannum
Alex Hannum was an American professional basketball coach and former player best known for leading multiple teams, including the St. Louis Hawks and Philadelphia 76ers, to NBA championships.
-
E.
Evan Schiff
Evan Schiff is a film editor known for his work on high-profile action movies, including entries in the John Wick franchise.
- 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_69a88b044ab48190add007487680f009 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abbfa06bb4819092d7021358846e5f |
completed | March 7, 2026, 6:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6af5dc2081909d69641ca3bc65ea |
completed | March 9, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_69ae6b9da51c819085beb79a14f5d8b5 |
completed | March 9, 2026, 6:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6c2a465c8190a9fe2a465e9ac3f0 |
completed | March 9, 2026, 6:43 a.m. |
Created at: March 4, 2026, 7:46 p.m.