Triple
T17213969
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Factory |
E417804
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
Julia Reichert
Julia Reichert was an acclaimed American documentary filmmaker and Academy Award winner known for her incisive explorations of class, labor, and social justice in the United States.
|
E1257852
|
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: Julia Reichert | Statement: [American Factory, director, Julia Reichert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julia Reichert Context triple: [American Factory, director, Julia Reichert]
-
A.
Penelope Spheeris
Penelope Spheeris is an American film director best known for her work on the documentary trilogy "The Decline of Western Civilization" and for directing hit comedies in the 1980s and 1990s.
-
B.
Morgan Neville
Morgan Neville is an Academy Award–winning American documentary filmmaker known for acclaimed works such as "20 Feet from Stardom" and "Won’t You Be My Neighbor?".
-
C.
Kelly Reichardt
Kelly Reichardt is an American independent filmmaker known for her minimalist, character-driven dramas such as "Old Joy," "Wendy and Lucy," and "Certain Women."
-
D.
Allison Anders
Allison Anders is an American independent film director and screenwriter known for character-driven dramas such as "Gas Food Lodging" and her segment in the anthology film "Four Rooms."
-
E.
Barbara Kopple
Barbara Kopple is an acclaimed American documentary filmmaker known for her politically engaged, character-driven films such as the Oscar-winning "Harlan County, USA."
- 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: Julia Reichert Triple: [American Factory, director, Julia Reichert]
Generated description
Julia Reichert was an acclaimed American documentary filmmaker and Academy Award winner known for her incisive explorations of class, labor, and social justice in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Julia Reichert Target entity description: Julia Reichert was an acclaimed American documentary filmmaker and Academy Award winner known for her incisive explorations of class, labor, and social justice in the United States.
-
A.
Penelope Spheeris
Penelope Spheeris is an American film director best known for her work on the documentary trilogy "The Decline of Western Civilization" and for directing hit comedies in the 1980s and 1990s.
-
B.
Morgan Neville
Morgan Neville is an Academy Award–winning American documentary filmmaker known for acclaimed works such as "20 Feet from Stardom" and "Won’t You Be My Neighbor?".
-
C.
Kelly Reichardt
Kelly Reichardt is an American independent filmmaker known for her minimalist, character-driven dramas such as "Old Joy," "Wendy and Lucy," and "Certain Women."
-
D.
Allison Anders
Allison Anders is an American independent film director and screenwriter known for character-driven dramas such as "Gas Food Lodging" and her segment in the anthology film "Four Rooms."
-
E.
Barbara Kopple
Barbara Kopple is an acclaimed American documentary filmmaker known for her politically engaged, character-driven films such as the Oscar-winning "Harlan County, USA."
- 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_69d886d779488190b131369541c04e7d |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42dc795d08190b90801a4f8b23afe |
completed | April 19, 2026, 1:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a016751a5788190a385774d1ff002d0 |
completed | May 11, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a016846e8248190b9209bb344396bfa |
completed | May 11, 2026, 5:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0168b535a88190b8c84c76871ae2fe |
completed | May 11, 2026, 5:27 a.m. |
Created at: April 10, 2026, 5:38 a.m.