Triple
T6231523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agile Manifesto |
E139363
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
James Grenning
James Grenning is a software engineer, author, and trainer known for his contributions to Agile development practices and embedded software engineering.
|
E583277
|
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: James Grenning | Statement: [Agile Manifesto, author, James Grenning]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Grenning Context triple: [Agile Manifesto, author, James Grenning]
-
A.
Alan Manning
Alan Manning is a British labour economist and professor at the London School of Economics, known for his influential research on wage inequality, monopsony in labour markets, and immigration policy.
-
B.
Stephen Langridge
Stephen Langridge is a British opera and theatre director known for leading major European opera institutions and for his innovative, often socially engaged productions.
-
C.
Peter Garnsey
Peter Garnsey is a prominent historian of the ancient world, particularly known for his influential scholarship on the social, economic, and legal history of the Roman Empire.
-
D.
Howard Greenhalgh
Howard Greenhalgh is a British music video director known for his visually distinctive and often surreal work for major rock and pop artists in the 1990s and beyond.
-
E.
Graham Reynolds
Graham Reynolds is an American composer and bandleader known for his genre-blending work in classical, jazz, and film music, including frequent collaborations with director Richard Linklater.
- 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: James Grenning Triple: [Agile Manifesto, author, James Grenning]
Generated description
James Grenning is a software engineer, author, and trainer known for his contributions to Agile development practices and embedded software engineering.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Grenning Target entity description: James Grenning is a software engineer, author, and trainer known for his contributions to Agile development practices and embedded software engineering.
-
A.
Alan Manning
Alan Manning is a British labour economist and professor at the London School of Economics, known for his influential research on wage inequality, monopsony in labour markets, and immigration policy.
-
B.
Stephen Langridge
Stephen Langridge is a British opera and theatre director known for leading major European opera institutions and for his innovative, often socially engaged productions.
-
C.
Peter Garnsey
Peter Garnsey is a prominent historian of the ancient world, particularly known for his influential scholarship on the social, economic, and legal history of the Roman Empire.
-
D.
Howard Greenhalgh
Howard Greenhalgh is a British music video director known for his visually distinctive and often surreal work for major rock and pop artists in the 1990s and beyond.
-
E.
Graham Reynolds
Graham Reynolds is an American composer and bandleader known for his genre-blending work in classical, jazz, and film music, including frequent collaborations with director Richard Linklater.
- 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_69c008afd3148190b71e9eaa60420dd1 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c062ec5be4819084d6df2e8dd2a542 |
completed | March 22, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c5e3e5bd988190ad9b0af668f5b05c |
completed | March 27, 2026, 1:56 a.m. |
| NEDg | Description generation | batch_69c5e531074481909f2b9099857d7414 |
completed | March 27, 2026, 2:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c5e58034888190bd24310eff354633 |
completed | March 27, 2026, 2:03 a.m. |
Created at: March 22, 2026, 4:22 p.m.