Triple
T23155538
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ken Schwaber |
E578425
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Software in 30 Days
"Software in 30 Days" is a book by Scrum co-creator Ken Schwaber that explains how organizations can rapidly deliver high-quality software using Scrum and agile principles.
|
E1574297
|
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: Software in 30 Days | Statement: [Ken Schwaber, notableWork, Software in 30 Days]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Software in 30 Days Context triple: [Ken Schwaber, notableWork, Software in 30 Days]
-
A.
Make Software: Change the World!
Make Software: Change the World! is a major Computer History Museum exhibition that explores how software shapes modern life, technology, and society through interactive displays and historical artifacts.
-
B.
Galvanize
"Galvanize" is a 2004 electronic dance track by The Chemical Brothers featuring Q-Tip, known for its distinctive Middle Eastern-influenced hook and widespread club and chart success.
-
C.
Effective software development series
Effective software development series is a collection of programming and software engineering books by Scott Meyers that provide practical guidelines and best practices for writing high-quality code.
-
D.
The Tech Challenge
The Tech Challenge is an annual student engineering design competition that engages young people in solving real-world science and technology problems through hands-on projects.
-
E.
Digital Anvil
Digital Anvil was a video game development and digital effects studio co-founded by Wing Commander creator Chris Roberts, known for its work on space combat games and visual effects for films.
- 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: Software in 30 Days Triple: [Ken Schwaber, notableWork, Software in 30 Days]
Generated description
"Software in 30 Days" is a book by Scrum co-creator Ken Schwaber that explains how organizations can rapidly deliver high-quality software using Scrum and agile principles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Software in 30 Days Target entity description: "Software in 30 Days" is a book by Scrum co-creator Ken Schwaber that explains how organizations can rapidly deliver high-quality software using Scrum and agile principles.
-
A.
Make Software: Change the World!
Make Software: Change the World! is a major Computer History Museum exhibition that explores how software shapes modern life, technology, and society through interactive displays and historical artifacts.
-
B.
Galvanize
"Galvanize" is a 2004 electronic dance track by The Chemical Brothers featuring Q-Tip, known for its distinctive Middle Eastern-influenced hook and widespread club and chart success.
-
C.
Effective software development series
Effective software development series is a collection of programming and software engineering books by Scott Meyers that provide practical guidelines and best practices for writing high-quality code.
-
D.
The Tech Challenge
The Tech Challenge is an annual student engineering design competition that engages young people in solving real-world science and technology problems through hands-on projects.
-
E.
Digital Anvil
Digital Anvil was a video game development and digital effects studio co-founded by Wing Commander creator Chris Roberts, known for its work on space combat games and visual effects for films.
- 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.