Triple
T10826504
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Programming Perl |
E255509
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
Randal L. Schwartz
Randal L. Schwartz is a prominent Perl programmer, author, and trainer best known for his influential books and advocacy within the Perl community.
|
E887836
|
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: Randal L. Schwartz | Statement: [Programming Perl, author, Randal L. Schwartz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Randal L. Schwartz Context triple: [Programming Perl, author, Randal L. Schwartz]
-
A.
Larry Wall
Larry Wall is an American programmer and linguist best known as the creator of the Perl programming language and a prominent figure in the free and open-source software community.
-
B.
David Heitner
David Heitner is a film editor known for his work on the South African musical drama film "Sarafina!".
-
C.
Bruce Perens
Bruce Perens is a prominent open-source advocate and co-founder of the Open Source Initiative, known for authoring the Debian Free Software Guidelines and the Open Source Definition.
-
D.
David Flanagan
David Flanagan is a software developer and technical author best known for his widely used programming books, including "JavaScript: The Definitive Guide."
-
E.
L. Peter Deutsch
L. Peter Deutsch is a computer scientist and software developer best known for creating the Ghostscript interpreter for the PostScript language and PDF files.
- 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: Randal L. Schwartz Triple: [Programming Perl, author, Randal L. Schwartz]
Generated description
Randal L. Schwartz is a prominent Perl programmer, author, and trainer best known for his influential books and advocacy within the Perl community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Randal L. Schwartz Target entity description: Randal L. Schwartz is a prominent Perl programmer, author, and trainer best known for his influential books and advocacy within the Perl community.
-
A.
Larry Wall
Larry Wall is an American programmer and linguist best known as the creator of the Perl programming language and a prominent figure in the free and open-source software community.
-
B.
David Heitner
David Heitner is a film editor known for his work on the South African musical drama film "Sarafina!".
-
C.
Bruce Perens
Bruce Perens is a prominent open-source advocate and co-founder of the Open Source Initiative, known for authoring the Debian Free Software Guidelines and the Open Source Definition.
-
D.
David Flanagan
David Flanagan is a software developer and technical author best known for his widely used programming books, including "JavaScript: The Definitive Guide."
-
E.
L. Peter Deutsch
L. Peter Deutsch is a computer scientist and software developer best known for creating the Ghostscript interpreter for the PostScript language and PDF files.
- 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_69d6aa8081448190a9324184f2bd1c26 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d734d1c24881909f56d56207cccbef |
completed | April 9, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de8592d8f08190ac577395ad7cc557 |
completed | April 14, 2026, 6:21 p.m. |
| NEDg | Description generation | batch_69de8955b9d8819086ff98efbff6c7a0 |
completed | April 14, 2026, 6:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de8f4a318c819086559fd53506ab29 |
completed | April 14, 2026, 7:02 p.m. |
Created at: April 8, 2026, 9:19 p.m.