Triple
T1748584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thor (film) |
E38389
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Ashley Edward Miller
Ashley Edward Miller is an American screenwriter and producer best known for co-writing major genre films and television series, including Marvel's "Thor" and "X-Men: First Class."
|
E199354
|
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: Ashley Edward Miller | Statement: [Thor (film), screenwriter, Ashley Edward Miller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashley Edward Miller Context triple: [Thor (film), screenwriter, Ashley Edward Miller]
-
A.
Benjamin Mako Hill
Benjamin Mako Hill is a prominent free software activist, scholar, and Debian developer known for his leadership in the free culture movement and research on online communities.
-
B.
Amelia Kuttner
Amelia Kuttner is a key character in the neo-noir action-comedy film "The Nice Guys," whose disappearance drives the movie’s central investigation.
-
C.
Molly Smith
Molly Smith is a daughter of FedEx founder and CEO Frederick W. Smith.
-
D.
Molly Smith
Molly Smith is an American film producer known for her work on acclaimed movies such as the crime thriller "Sicario."
-
E.
David Fleishman
David Fleishman is an American educational administrator known for leading the Newton Public Schools district in Massachusetts.
- 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: Ashley Edward Miller Triple: [Thor (film), screenwriter, Ashley Edward Miller]
Generated description
Ashley Edward Miller is an American screenwriter and producer best known for co-writing major genre films and television series, including Marvel's "Thor" and "X-Men: First Class."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashley Edward Miller Target entity description: Ashley Edward Miller is an American screenwriter and producer best known for co-writing major genre films and television series, including Marvel's "Thor" and "X-Men: First Class."
-
A.
Benjamin Mako Hill
Benjamin Mako Hill is a prominent free software activist, scholar, and Debian developer known for his leadership in the free culture movement and research on online communities.
-
B.
Amelia Kuttner
Amelia Kuttner is a key character in the neo-noir action-comedy film "The Nice Guys," whose disappearance drives the movie’s central investigation.
-
C.
Molly Smith
Molly Smith is a daughter of FedEx founder and CEO Frederick W. Smith.
-
D.
Molly Smith
Molly Smith is an American film producer known for her work on acclaimed movies such as the crime thriller "Sicario."
-
E.
David Fleishman
David Fleishman is an American educational administrator known for leading the Newton Public Schools district in Massachusetts.
- 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_69a8862b01a48190ab47209063af82d9 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa63ee4d2081909dfd6d3244228c56 |
completed | March 6, 2026, 5:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada989b368819098b788d099f2f8e4 |
completed | March 8, 2026, 4:53 p.m. |
| NEDg | Description generation | batch_69adae972d1081909cd13e8220c3ccc6 |
completed | March 8, 2026, 5:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adaf9d042481909dbd54d9e04e444e |
completed | March 8, 2026, 5:19 p.m. |
Created at: March 4, 2026, 7:31 p.m.