Triple
T7959827
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liwen Shao |
E184832
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Shao Industries
Shao Industries is a company or corporate entity associated with and employing Liwen Shao.
|
E704072
|
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: Shao Industries | Statement: [Liwen Shao, employer, Shao Industries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shao Industries Context triple: [Liwen Shao, employer, Shao Industries]
-
A.
Shin Corporation
Shin Corporation is a major Thai telecommunications and media conglomerate closely associated with former Prime Minister Thaksin Shinawatra’s business empire.
-
B.
Yoshimoto Kogyo
Yoshimoto Kogyo is a major Japanese entertainment conglomerate best known for managing comedians and producing comedy shows, theater, television, and other media.
-
C.
Obayashi Corporation
Obayashi Corporation is a major Japanese construction and engineering company known for its involvement in large-scale infrastructure and building projects worldwide.
-
D.
Kaiser Industries
Kaiser Industries was a diversified American industrial conglomerate founded by Henry J. Kaiser, active in sectors such as construction, shipbuilding, aluminum, steel, and automotive manufacturing.
-
E.
Kawada Industries
Kawada Industries is a Japanese engineering and construction company known for its work on major infrastructure projects, including prominent bridges and civil works.
- 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: Shao Industries Triple: [Liwen Shao, employer, Shao Industries]
Generated description
Shao Industries is a company or corporate entity associated with and employing Liwen Shao.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shao Industries Target entity description: Shao Industries is a company or corporate entity associated with and employing Liwen Shao.
-
A.
Shin Corporation
Shin Corporation is a major Thai telecommunications and media conglomerate closely associated with former Prime Minister Thaksin Shinawatra’s business empire.
-
B.
Yoshimoto Kogyo
Yoshimoto Kogyo is a major Japanese entertainment conglomerate best known for managing comedians and producing comedy shows, theater, television, and other media.
-
C.
Obayashi Corporation
Obayashi Corporation is a major Japanese construction and engineering company known for its involvement in large-scale infrastructure and building projects worldwide.
-
D.
Kaiser Industries
Kaiser Industries was a diversified American industrial conglomerate founded by Henry J. Kaiser, active in sectors such as construction, shipbuilding, aluminum, steel, and automotive manufacturing.
-
E.
Kawada Industries
Kawada Industries is a Japanese engineering and construction company known for its work on major infrastructure projects, including prominent bridges and civil works.
- 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_69ca8293a2388190aace944d7ed9c0c0 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3b8136448190890f007fb4fb7625 |
completed | March 31, 2026, 3:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe07d31a881909e891fdd73c4467b |
completed | March 31, 2026, 2:55 p.m. |
| NEDg | Description generation | batch_69cbe554dfd881909edf2c20a7035f17 |
completed | March 31, 2026, 3:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc3429f4148190981d30c3cc4c3c9a |
completed | March 31, 2026, 8:52 p.m. |
Created at: March 30, 2026, 5:12 p.m.