Triple
T9854426
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Birdy |
E239548
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Sandy Kroopf
Sandy Kroopf is a screenwriter best known for co-writing the 2011 coming-of-age film "Birdy."
|
E850500
|
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: Sandy Kroopf | Statement: [Birdy, screenwriter, Sandy Kroopf]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sandy Kroopf Context triple: [Birdy, screenwriter, Sandy Kroopf]
-
A.
Sandy Kessler
Sandy Kessler is a wealthy, neurotic housewife who becomes an unlikely and increasingly empowered heroine after being kidnapped in the dark comedy film "Ruthless People."
-
B.
Sandy Brondello
Sandy Brondello is an Australian former WNBA guard and veteran professional basketball coach known for her successful stints leading teams in both the WNBA and international competition.
-
C.
Sandy Climan
Sandy Climan is an American entertainment industry executive and film producer known for his leadership roles in Hollywood and involvement in major studio projects.
-
D.
Tammy Diffendorf
Tammy Diffendorf is a recurring character on the animated sitcom "Mom," known for her quirky, often chaotic presence in the lives of the main characters.
-
E.
Sandra Zober
Sandra Zober was the first wife of actor Leonard Nimoy, with whom she shared a long marriage and two children before their divorce in the late 1980s.
- 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: Sandy Kroopf Triple: [Birdy, screenwriter, Sandy Kroopf]
Generated description
Sandy Kroopf is a screenwriter best known for co-writing the 2011 coming-of-age film "Birdy."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sandy Kroopf Target entity description: Sandy Kroopf is a screenwriter best known for co-writing the 2011 coming-of-age film "Birdy."
-
A.
Sandy Kessler
Sandy Kessler is a wealthy, neurotic housewife who becomes an unlikely and increasingly empowered heroine after being kidnapped in the dark comedy film "Ruthless People."
-
B.
Sandy Brondello
Sandy Brondello is an Australian former WNBA guard and veteran professional basketball coach known for her successful stints leading teams in both the WNBA and international competition.
-
C.
Sandy Climan
Sandy Climan is an American entertainment industry executive and film producer known for his leadership roles in Hollywood and involvement in major studio projects.
-
D.
Tammy Diffendorf
Tammy Diffendorf is a recurring character on the animated sitcom "Mom," known for her quirky, often chaotic presence in the lives of the main characters.
-
E.
Sandra Zober
Sandra Zober was the first wife of actor Leonard Nimoy, with whom she shared a long marriage and two children before their divorce in the late 1980s.
- 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_69ca84e4fdc08190a624425bcef98665 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3960fb481909c90d6d6cafc6222 |
completed | April 2, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6a77b6fac81909a9b0998f5dd1e58 |
completed | April 8, 2026, 7:07 p.m. |
| NEDg | Description generation | batch_69d6aac2dc4c819088a8c29d604cf9ce |
completed | April 8, 2026, 7:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6d02015bc8190a7041a7d725c8a1b |
completed | April 8, 2026, 10:01 p.m. |
Created at: March 30, 2026, 8:34 p.m.