Triple
T16852741
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Koo |
E409713
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Koo Bon-neung
Koo Bon-neung is a South Korean businessman best known as a prominent member of the LG chaebol family and a key executive within the LG Group.
|
E1239453
|
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: Koo Bon-neung | Statement: [Koo, hasNotableBearer, Koo Bon-neung]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Koo Bon-neung Context triple: [Koo, hasNotableBearer, Koo Bon-neung]
-
A.
Koo Bon-moo
Koo Bon-moo was a South Korean businessman best known for serving as the long-time chairman of LG Group and transforming it into a global electronics and chemicals conglomerate.
-
B.
Kang Sae-byeok
Kang Sae-byeok is a North Korean defector and pickpocket who becomes one of the central, emotionally resonant contestants in the deadly survival competition of the South Korean series "Squid Game."
-
C.
Jeong Seon
Jeong Seon was a prominent Korean painter of the Joseon dynasty, renowned for pioneering a distinctive style of true-view landscape painting based on actual Korean scenery.
-
D.
Lee Boo-jin
Lee Boo-jin is a prominent South Korean business executive best known as the president and CEO of Hotel Shilla and a key member of the Samsung founding family.
-
E.
Koo Cha-kyung
Koo Cha-kyung was a South Korean businessman who led and expanded the LG Group as its second chairman, transforming it into a major global conglomerate.
- 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: Koo Bon-neung Triple: [Koo, hasNotableBearer, Koo Bon-neung]
Generated description
Koo Bon-neung is a South Korean businessman best known as a prominent member of the LG chaebol family and a key executive within the LG Group.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Koo Bon-neung Target entity description: Koo Bon-neung is a South Korean businessman best known as a prominent member of the LG chaebol family and a key executive within the LG Group.
-
A.
Koo Bon-moo
Koo Bon-moo was a South Korean businessman best known for serving as the long-time chairman of LG Group and transforming it into a global electronics and chemicals conglomerate.
-
B.
Kang Sae-byeok
Kang Sae-byeok is a North Korean defector and pickpocket who becomes one of the central, emotionally resonant contestants in the deadly survival competition of the South Korean series "Squid Game."
-
C.
Jeong Seon
Jeong Seon was a prominent Korean painter of the Joseon dynasty, renowned for pioneering a distinctive style of true-view landscape painting based on actual Korean scenery.
-
D.
Lee Boo-jin
Lee Boo-jin is a prominent South Korean business executive best known as the president and CEO of Hotel Shilla and a key member of the Samsung founding family.
-
E.
Koo Cha-kyung
Koo Cha-kyung was a South Korean businessman who led and expanded the LG Group as its second chairman, transforming it into a major global conglomerate.
- 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_69d88395e6c88190b22730f335107c14 |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b37abadc81909d02d329403497d6 |
completed | April 18, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c7a08be48190bd2dbf83205c83ad |
completed | May 10, 2026, 6 p.m. |
| NEDg | Description generation | batch_6a00c84fd16c8190b9a7b50f1e77789c |
completed | May 10, 2026, 6:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00c8bda3448190a1a5ba2af2b0e5d2 |
completed | May 10, 2026, 6:04 p.m. |
Created at: April 10, 2026, 5:24 a.m.