Triple
T14173242
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Howard Berger |
E351262
|
entity |
| Predicate | notableAchievement |
P477
|
FINISHED |
| Object |
received Emmy recognition for work on The Walking Dead
Howard Berger is an acclaimed special makeup effects artist best known for his award-winning work on major film and television productions, including the horror drama series The Walking Dead.
|
E1083526
|
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: received Emmy recognition for work on The Walking Dead | Statement: [Howard Berger, notableAchievement, received Emmy recognition for work on The Walking Dead]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: received Emmy recognition for work on The Walking Dead Context triple: [Howard Berger, notableAchievement, received Emmy recognition for work on The Walking Dead]
-
A.
Primetime Emmy Award nomination for Outstanding Lead Actor in a Drama Series (The Last of Us)
The Primetime Emmy Award nomination for Outstanding Lead Actor in a Drama Series (The Last of Us) recognizes Pedro Pascal’s acclaimed performance as Joel in HBO’s post-apocalyptic drama series adapted from the popular video game.
-
B.
Primetime Emmy Award for Lost
The Primetime Emmy Award for Lost is a television industry accolade recognizing outstanding achievement in work on the acclaimed drama series "Lost."
-
C.
Academy Award for Best Supporting Actress for Hillbilly Elegy
The Academy Award for Best Supporting Actress for *Hillbilly Elegy* is the Oscar nomination Glenn Close received for her performance as Mamaw in the 2020 film adaptation of J.D. Vance’s memoir.
-
D.
Academy Award for Best Actress for Requiem for a Dream
The Academy Award for Best Actress for Requiem for a Dream is the Oscar nomination recognizing Ellen Burstyn’s acclaimed lead performance in Darren Aronofsky’s 2000 psychological drama film.
-
E.
Primetime Emmy Award for Outstanding Drama Series (as executive producer of The Handmaid's Tale)
The Primetime Emmy Award for Outstanding Drama Series (as executive producer of The Handmaid's Tale) is a major television accolade recognizing Ilene Chaiken’s role in producing the acclaimed dystopian drama series based on Margaret Atwood’s novel.
- 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: received Emmy recognition for work on The Walking Dead Triple: [Howard Berger, notableAchievement, received Emmy recognition for work on The Walking Dead]
Generated description
Howard Berger is an acclaimed special makeup effects artist best known for his award-winning work on major film and television productions, including the horror drama series The Walking Dead.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: received Emmy recognition for work on The Walking Dead Target entity description: Howard Berger is an acclaimed special makeup effects artist best known for his award-winning work on major film and television productions, including the horror drama series The Walking Dead.
-
A.
Primetime Emmy Award nomination for Outstanding Lead Actor in a Drama Series (The Last of Us)
The Primetime Emmy Award nomination for Outstanding Lead Actor in a Drama Series (The Last of Us) recognizes Pedro Pascal’s acclaimed performance as Joel in HBO’s post-apocalyptic drama series adapted from the popular video game.
-
B.
Primetime Emmy Award for Lost
The Primetime Emmy Award for Lost is a television industry accolade recognizing outstanding achievement in work on the acclaimed drama series "Lost."
-
C.
Academy Award for Best Supporting Actress for Hillbilly Elegy
The Academy Award for Best Supporting Actress for *Hillbilly Elegy* is the Oscar nomination Glenn Close received for her performance as Mamaw in the 2020 film adaptation of J.D. Vance’s memoir.
-
D.
Academy Award for Best Actress for Requiem for a Dream
The Academy Award for Best Actress for Requiem for a Dream is the Oscar nomination recognizing Ellen Burstyn’s acclaimed lead performance in Darren Aronofsky’s 2000 psychological drama film.
-
E.
Primetime Emmy Award for Outstanding Drama Series (as executive producer of The Handmaid's Tale)
The Primetime Emmy Award for Outstanding Drama Series (as executive producer of The Handmaid's Tale) is a major television accolade recognizing Ilene Chaiken’s role in producing the acclaimed dystopian drama series based on Margaret Atwood’s novel.
- 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_69d8278834a08190b0f1784e58d7b99c |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61b5dcbc8190b0cfcce5e6c6d582 |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf80a9b34819081c4ebf7429e875a |
completed | May 7, 2026, 8:37 p.m. |
| NEDg | Description generation | batch_69fd03511f048190a9f1eea0e37aef31 |
completed | May 7, 2026, 9:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd0406a770819082aeec43037f1243 |
completed | May 7, 2026, 9:28 p.m. |
Created at: April 10, 2026, 1:01 a.m.