Triple
T21176705
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joe Masteroff |
E521831
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Joseph Masteroff
Joseph Masteroff was an American playwright and librettist best known for writing the book for the musical "Cabaret."
|
E1541182
|
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: Joseph Masteroff | Statement: [Joe Masteroff, birthName, Joseph Masteroff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joseph Masteroff Context triple: [Joe Masteroff, birthName, Joseph Masteroff]
-
A.
Philip Mandelker
Philip Mandelker is a film and television producer best known for his work as an executive producer on projects such as "Something About Amelia."
-
B.
Leon Berkowitz
Leon Berkowitz was an American abstract painter associated with the Washington Color School, known for his luminous color fields and atmospheric explorations of light.
-
C.
Leo Salkin
Leo Salkin was an American animator, writer, and storyboard artist known for his work on mid-20th-century animated films and shorts.
-
D.
Stanley Rosenbaum
Stanley Rosenbaum was an Alabama businessman and patron of modern architecture best known for commissioning Frank Lloyd Wright to design the Rosenbaum House in Florence, Alabama.
-
E.
Guy Rothblum
Guy Rothblum is a theoretical computer scientist known for his work in cryptography and complexity theory.
- 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: Joseph Masteroff Triple: [Joe Masteroff, birthName, Joseph Masteroff]
Generated description
Joseph Masteroff was an American playwright and librettist best known for writing the book for the musical "Cabaret."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joseph Masteroff Target entity description: Joseph Masteroff was an American playwright and librettist best known for writing the book for the musical "Cabaret."
-
A.
Philip Mandelker
Philip Mandelker is a film and television producer best known for his work as an executive producer on projects such as "Something About Amelia."
-
B.
Leon Berkowitz
Leon Berkowitz was an American abstract painter associated with the Washington Color School, known for his luminous color fields and atmospheric explorations of light.
-
C.
Leo Salkin
Leo Salkin was an American animator, writer, and storyboard artist known for his work on mid-20th-century animated films and shorts.
-
D.
Stanley Rosenbaum
Stanley Rosenbaum was an Alabama businessman and patron of modern architecture best known for commissioning Frank Lloyd Wright to design the Rosenbaum House in Florence, Alabama.
-
E.
Guy Rothblum
Guy Rothblum is a theoretical computer scientist known for his work in cryptography and complexity theory.
- 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_69e0b50ef1d48190b063aa342667df22 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e730197cfc8190bde13453b761886b |
completed | April 21, 2026, 8:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b1dbd34e88190a0416e29251a3311 |
completed | May 18, 2026, 2:10 p.m. |
| NEDg | Description generation | batch_6a0b1e511d548190934ed8e1df7441de |
completed | May 18, 2026, 2:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b1f1e599481908a91e86f58402522 |
completed | May 18, 2026, 2:15 p.m. |
Created at: April 16, 2026, 3 p.m.