Triple
T8414582
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hsinchu |
E198701
|
entity |
| Predicate | hasMajorCompanyNearby |
P82033
|
FINISHED |
| Object |
AU Optronics (regional presence)
AU Optronics (regional presence) refers to the operations and facilities of AU Optronics, a major Taiwanese manufacturer of TFT-LCD and other display panels, located in and around the Hsinchu area.
|
E732952
|
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: AU Optronics (regional presence) | Statement: [Hsinchu, hasMajorCompanyNearby, AU Optronics (regional presence)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AU Optronics (regional presence) Context triple: [Hsinchu, hasMajorCompanyNearby, AU Optronics (regional presence)]
-
A.
LG Display
LG Display is a South Korean technology company specializing in the design and manufacture of LCD and OLED display panels for TVs, smartphones, monitors, and other electronic devices.
-
B.
TSMC
TSMC (Taiwan Semiconductor Manufacturing Company) is the world’s largest dedicated semiconductor foundry, renowned for producing cutting-edge chips for major technology companies.
-
C.
AOC
AOC is a prominent progressive U.S. congresswoman from New York known for her advocacy on climate action, economic justice, and social equality.
-
D.
AOC
AOC (Appellation d'Origine Contrôlée) is a French certification granted to certain geographical indications for wines and other agricultural products, guaranteeing their origin and production standards.
-
E.
Electronics Factory (AOI)
Electronics Factory (AOI) is a manufacturing facility of Egypt’s Arab Organization for Industrialization specializing in the production and assembly of electronic systems and components for civilian and defense applications.
- 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: AU Optronics (regional presence) Triple: [Hsinchu, hasMajorCompanyNearby, AU Optronics (regional presence)]
Generated description
AU Optronics (regional presence) refers to the operations and facilities of AU Optronics, a major Taiwanese manufacturer of TFT-LCD and other display panels, located in and around the Hsinchu area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AU Optronics (regional presence) Target entity description: AU Optronics (regional presence) refers to the operations and facilities of AU Optronics, a major Taiwanese manufacturer of TFT-LCD and other display panels, located in and around the Hsinchu area.
-
A.
LG Display
LG Display is a South Korean technology company specializing in the design and manufacture of LCD and OLED display panels for TVs, smartphones, monitors, and other electronic devices.
-
B.
TSMC
TSMC (Taiwan Semiconductor Manufacturing Company) is the world’s largest dedicated semiconductor foundry, renowned for producing cutting-edge chips for major technology companies.
-
C.
AOC
AOC is a prominent progressive U.S. congresswoman from New York known for her advocacy on climate action, economic justice, and social equality.
-
D.
AOC
AOC (Appellation d'Origine Contrôlée) is a French certification granted to certain geographical indications for wines and other agricultural products, guaranteeing their origin and production standards.
-
E.
Electronics Factory (AOI)
Electronics Factory (AOI) is a manufacturing facility of Egypt’s Arab Organization for Industrialization specializing in the production and assembly of electronic systems and components for civilian and defense applications.
- 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_69ca831201b481909e137936ef99ff11 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbd122af6481908fbe53fe30bdd135 |
completed | March 31, 2026, 1:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce032a25ec819094c6346eb2a7f973 |
completed | April 2, 2026, 5:48 a.m. |
| NEDg | Description generation | batch_69ce0781859c8190bb92f41c00af459b |
completed | April 2, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce089d09c08190ba321aed4044a862 |
completed | April 2, 2026, 6:11 a.m. |
Created at: March 30, 2026, 6:06 p.m.