Triple
T14614720
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ohno |
E343054
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Shingo Ohno
Shingo Ohno is a Japanese professional footballer known for playing as a midfielder in Japan’s domestic leagues.
|
E1111319
|
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: Shingo Ohno | Statement: [Ohno, hasNotableBearer, Shingo Ohno]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shingo Ohno Context triple: [Ohno, hasNotableBearer, Shingo Ohno]
-
A.
Taiichi Ohno
Taiichi Ohno was a Japanese industrial engineer and executive at Toyota who is widely regarded as the father of the Toyota Production System and a pioneer of modern lean manufacturing.
-
B.
Eiji Toyoda
Eiji Toyoda was a Japanese industrialist and former president of Toyota Motor Corporation who played a pivotal role in transforming Toyota into a global automotive leader and in developing its renowned lean manufacturing philosophy.
-
C.
W. Edwards Deming
W. Edwards Deming was an American statistician, professor, and management consultant renowned for pioneering modern quality management and continuous improvement practices in industry.
-
D.
Sakichi Toyoda
Sakichi Toyoda was a pioneering Japanese inventor and industrialist, known as the "father of the Japanese industrial revolution" and founder of the Toyota group through his innovations in automatic looms.
-
E.
Démíng
Démíng is the courtesy name of Sun Yat-sen, the revolutionary leader often regarded as the founding father of modern China.
- 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: Shingo Ohno Triple: [Ohno, hasNotableBearer, Shingo Ohno]
Generated description
Shingo Ohno is a Japanese professional footballer known for playing as a midfielder in Japan’s domestic leagues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shingo Ohno Target entity description: Shingo Ohno is a Japanese professional footballer known for playing as a midfielder in Japan’s domestic leagues.
-
A.
Taiichi Ohno
Taiichi Ohno was a Japanese industrial engineer and executive at Toyota who is widely regarded as the father of the Toyota Production System and a pioneer of modern lean manufacturing.
-
B.
Eiji Toyoda
Eiji Toyoda was a Japanese industrialist and former president of Toyota Motor Corporation who played a pivotal role in transforming Toyota into a global automotive leader and in developing its renowned lean manufacturing philosophy.
-
C.
W. Edwards Deming
W. Edwards Deming was an American statistician, professor, and management consultant renowned for pioneering modern quality management and continuous improvement practices in industry.
-
D.
Sakichi Toyoda
Sakichi Toyoda was a pioneering Japanese inventor and industrialist, known as the "father of the Japanese industrial revolution" and founder of the Toyota group through his innovations in automatic looms.
-
E.
Démíng
Démíng is the courtesy name of Sun Yat-sen, the revolutionary leader often regarded as the founding father of modern China.
- 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_69d822dec68081908c2553145c4051dc |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb45264988190a1df13e8b54a85bd |
completed | April 14, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fda92110e88190af47b713dd24520b |
completed | May 8, 2026, 9:13 a.m. |
| NEDg | Description generation | batch_69fdb35a57f08190a2d3fe426185bc31 |
completed | May 8, 2026, 9:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdb400e08081908d0a782908ba5459 |
completed | May 8, 2026, 9:59 a.m. |
Created at: April 10, 2026, 1:25 a.m.