Triple
T23155265
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kanban (software development) |
E578419
|
entity |
| Predicate | originatedBy |
P1408
|
FINISHED |
| Object |
David J. Anderson
David J. Anderson is a software development thought leader best known for pioneering the Kanban method for managing and improving knowledge work.
|
E1574272
|
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: David J. Anderson | Statement: [Kanban (software development), originatedBy, David J. Anderson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David J. Anderson Context triple: [Kanban (software development), originatedBy, David J. Anderson]
-
A.
Stephen J. Anderson
Stephen J. Anderson is an American film director, screenwriter, and animator best known for his work with Walt Disney Animation Studios, including directing the feature film "Meet the Robinsons."
-
B.
Jay L. McClelland
Jay L. McClelland is a cognitive psychologist and neuroscientist best known for his pioneering work in connectionist models of cognition and co-developing the influential Parallel Distributed Processing framework.
-
C.
Michael W. Andrews
Michael W. Andrews is a film editor known for his work on animated feature films, including The SpongeBob Movie: Sponge on the Run.
-
D.
Douglas Davenport
Douglas Davenport is a brilliant but morally ambiguous scientist and the primary antagonist-turned-ally in the Disney XD series "Lab Rats."
-
E.
Andrew A. Benson
Andrew A. Benson was an American biochemist best known for his key role in elucidating the carbon fixation pathway in photosynthesis, work closely associated with the Calvin–Benson cycle.
- 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: David J. Anderson Triple: [Kanban (software development), originatedBy, David J. Anderson]
Generated description
David J. Anderson is a software development thought leader best known for pioneering the Kanban method for managing and improving knowledge work.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David J. Anderson Target entity description: David J. Anderson is a software development thought leader best known for pioneering the Kanban method for managing and improving knowledge work.
-
A.
Stephen J. Anderson
Stephen J. Anderson is an American film director, screenwriter, and animator best known for his work with Walt Disney Animation Studios, including directing the feature film "Meet the Robinsons."
-
B.
Jay L. McClelland
Jay L. McClelland is a cognitive psychologist and neuroscientist best known for his pioneering work in connectionist models of cognition and co-developing the influential Parallel Distributed Processing framework.
-
C.
Michael W. Andrews
Michael W. Andrews is a film editor known for his work on animated feature films, including The SpongeBob Movie: Sponge on the Run.
-
D.
Douglas Davenport
Douglas Davenport is a brilliant but morally ambiguous scientist and the primary antagonist-turned-ally in the Disney XD series "Lab Rats."
-
E.
Andrew A. Benson
Andrew A. Benson was an American biochemist best known for his key role in elucidating the carbon fixation pathway in photosynthesis, work closely associated with the Calvin–Benson cycle.
- 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_69e245fb8de081908f0eba7b5fd75bc4 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18efca1f081908ff1c34ba25f40c3 |
completed | April 29, 2026, 4:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c309c3da48190b07c64b10fda58ff |
completed | May 19, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_6a0c31dd458c8190b8e98870dd5e19c5 |
completed | May 19, 2026, 9:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c325f5c248190b35e2c88b384ac31 |
completed | May 19, 2026, 9:50 a.m. |
Created at: April 17, 2026, 4:01 p.m.