Triple
T23155216
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lean software development |
E578418
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
Tom Poppendieck
Tom Poppendieck is a software engineer, author, and thought leader known for pioneering and popularizing lean principles in software development alongside Mary Poppendieck.
|
E1574270
|
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: Tom Poppendieck | Statement: [Lean software development, influencedBy, Tom Poppendieck]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tom Poppendieck Context triple: [Lean software development, influencedBy, Tom Poppendieck]
-
A.
Douglas Davenport
Douglas Davenport is a brilliant but morally ambiguous scientist and the primary antagonist-turned-ally in the Disney XD series "Lab Rats."
-
B.
David W. Osborne
David W. Osborne is an American Republican politician who serves as Speaker of the Kentucky House of Representatives.
-
C.
Edward Cronjager
Edward Cronjager was an American cinematographer known for his work on numerous Hollywood films from the silent era through the mid-20th century, earning multiple Academy Award nominations for his innovative camera work.
-
D.
John Knoepfle
John Knoepfle was an American poet, translator, and educator known for his contributions to Midwestern literature and service as Illinois Poet Laureate.
-
E.
David Welker
David Welker is an American artist and illustrator best known for his intricate, surreal concert posters and album artwork, particularly associated with bands like Phish.
- 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: Tom Poppendieck Triple: [Lean software development, influencedBy, Tom Poppendieck]
Generated description
Tom Poppendieck is a software engineer, author, and thought leader known for pioneering and popularizing lean principles in software development alongside Mary Poppendieck.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tom Poppendieck Target entity description: Tom Poppendieck is a software engineer, author, and thought leader known for pioneering and popularizing lean principles in software development alongside Mary Poppendieck.
-
A.
Douglas Davenport
Douglas Davenport is a brilliant but morally ambiguous scientist and the primary antagonist-turned-ally in the Disney XD series "Lab Rats."
-
B.
David W. Osborne
David W. Osborne is an American Republican politician who serves as Speaker of the Kentucky House of Representatives.
-
C.
Edward Cronjager
Edward Cronjager was an American cinematographer known for his work on numerous Hollywood films from the silent era through the mid-20th century, earning multiple Academy Award nominations for his innovative camera work.
-
D.
John Knoepfle
John Knoepfle was an American poet, translator, and educator known for his contributions to Midwestern literature and service as Illinois Poet Laureate.
-
E.
David Welker
David Welker is an American artist and illustrator best known for his intricate, surreal concert posters and album artwork, particularly associated with bands like Phish.
- 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.