Triple
T8286493
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HTC |
E193798
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
H. T. Cho
H. T. Cho is a Taiwanese businessman best known as a co-founder and longtime executive leader of the smartphone and electronics company HTC.
|
E724196
|
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: H. T. Cho | Statement: [HTC, foundedBy, H. T. Cho]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: H. T. Cho Context triple: [HTC, foundedBy, H. T. Cho]
-
A.
Euisun Chung
Euisun Chung is a South Korean business executive who serves as the chairman of Hyundai Motor Group, overseeing the global automotive and mobility conglomerate’s strategic direction and innovation.
-
B.
Yu-Chi Ho
Yu-Chi Ho is a prominent control theorist and engineer known for his pioneering contributions to optimal control, dynamic systems, and game theory.
-
C.
Kwanghun Chung
Kwanghun Chung is a neuroscientist and bioengineer known for pioneering advanced tissue-clearing and imaging techniques that enable high-resolution, three-dimensional visualization of biological tissues.
-
D.
John C. H. Lee
John C. H. Lee was a senior U.S. Army general in World War II, best known for overseeing logistics and support operations for American forces in the European theater.
-
E.
Y. W. Lee
Y. W. Lee was an academic mentor and electrical engineering scholar known for supervising future internet pioneer Leonard Kleinrock during his doctoral studies.
- 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: H. T. Cho Triple: [HTC, foundedBy, H. T. Cho]
Generated description
H. T. Cho is a Taiwanese businessman best known as a co-founder and longtime executive leader of the smartphone and electronics company HTC.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: H. T. Cho Target entity description: H. T. Cho is a Taiwanese businessman best known as a co-founder and longtime executive leader of the smartphone and electronics company HTC.
-
A.
Euisun Chung
Euisun Chung is a South Korean business executive who serves as the chairman of Hyundai Motor Group, overseeing the global automotive and mobility conglomerate’s strategic direction and innovation.
-
B.
Yu-Chi Ho
Yu-Chi Ho is a prominent control theorist and engineer known for his pioneering contributions to optimal control, dynamic systems, and game theory.
-
C.
Kwanghun Chung
Kwanghun Chung is a neuroscientist and bioengineer known for pioneering advanced tissue-clearing and imaging techniques that enable high-resolution, three-dimensional visualization of biological tissues.
-
D.
John C. H. Lee
John C. H. Lee was a senior U.S. Army general in World War II, best known for overseeing logistics and support operations for American forces in the European theater.
-
E.
Y. W. Lee
Y. W. Lee was an academic mentor and electrical engineering scholar known for supervising future internet pioneer Leonard Kleinrock during his doctoral studies.
- 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_69ca82e32db481908b72f3804fa71152 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7ad3722481908076508908d18621 |
completed | March 31, 2026, 7:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd688441908190b6b0a39dfb9d87ac |
completed | April 1, 2026, 6:48 p.m. |
| NEDg | Description generation | batch_69cd6d55196881909cf5ec925792e09f |
completed | April 1, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e2bdae08190adc51e904e85695e |
completed | April 1, 2026, 8:21 p.m. |
Created at: March 30, 2026, 5:52 p.m.