Triple
T16852799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Koo In-hwoi |
E409715
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object | Lak Hui Chemical Industrial Corp. |
E409705
|
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: Lak Hui Chemical Industrial Corp. | Statement: [Koo In-hwoi, founded, Lak Hui Chemical Industrial Corp.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lak Hui Chemical Industrial Corp. Context triple: [Koo In-hwoi, founded, Lak Hui Chemical Industrial Corp.]
-
A.
Lak Hui Chemical Industrial Corp.
chosen
Lak Hui Chemical Industrial Corp. was the original chemical company that evolved into today’s LG Corporation, one of South Korea’s largest conglomerates.
-
B.
Lucky Chemical
Lucky Chemical is a chemical company, likely operating in industrial or specialty chemicals, that is associated with the GoldStar brand or organization.
-
C.
Hengchi
Hengchi is an electric vehicle brand developed by the Chinese conglomerate Evergrande Group as part of its push into the new energy automotive industry.
-
D.
Sumitomo Shoji Chemicals Co., Ltd.
Sumitomo Shoji Chemicals Co., Ltd. is a Japanese chemical trading and distribution company within the Sumitomo Group, handling a wide range of industrial and specialty chemical products.
-
E.
Jianghuai Guanhua
Jianghuai Guanhua is a major variety of Mandarin Chinese spoken primarily in parts of Jiangsu and Anhui provinces, characterized by distinctive phonological and lexical features.
- 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_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_6a00bb216fac81909d401c6b9911d1e0 |
completed | May 10, 2026, 5:06 p.m. |
Created at: April 10, 2026, 5:24 a.m.