Triple
T13526616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taiichi Ohno |
E323029
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Just-in-time production |
E83492
|
NE FINISHED |
How this triple was built (2 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: Just-in-time production | Statement: [Taiichi Ohno, notableWork, Just-in-time production]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Just-in-time production Context triple: [Taiichi Ohno, notableWork, Just-in-time production]
-
A.
Toyota Production System
chosen
The Toyota Production System is a pioneering lean manufacturing methodology that emphasizes waste reduction, continuous improvement (kaizen), and just-in-time production to maximize efficiency and quality.
-
B.
Kaizen
Kaizen is a Japanese business philosophy focused on continuous, incremental improvement in processes, products, and work culture.
-
C.
Lean
Lean is a surname most famously associated with British film director David Lean, renowned for epic classics like "Lawrence of Arabia" and "Doctor Zhivago."
-
D.
Just in Time
"Just in Time" is a popular show tune from the 1956 musical "Bells Are Ringing," composed by Jule Styne with lyrics by Betty Comden and Adolph Green, and later widely recorded as a jazz and pop standard.
-
E.
Fordism
Fordism is a system of mass production and industrial management characterized by assembly-line manufacturing, high wages, and standardized products, pioneered in the early 20th century automobile industry.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d80766a21881909f21a1b7421d3b8a |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbafb8e0cc8190b47f6aeb8ced470e |
completed | April 12, 2026, 2:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7549dda6481908e9305690488b1af |
completed | May 3, 2026, 1:58 p.m. |
Created at: April 9, 2026, 9:44 p.m.