Triple
T14008572
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Moderna |
E337017
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Kenneth Chien
Kenneth Chien is a physician-scientist and biotechnology entrepreneur best known as a co-founder of Moderna and a leading researcher in cardiovascular biology and mRNA therapeutics.
|
E1075436
|
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: Kenneth Chien | Statement: [Moderna, foundedBy, Kenneth Chien]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kenneth Chien Context triple: [Moderna, foundedBy, Kenneth Chien]
-
A.
Kenneth Hsu
Kenneth Hsu is a Swiss geologist and oceanographer known for his influential work on marine geology and the Messinian salinity crisis.
-
B.
Wayne Hsieh
Wayne Hsieh is a Taiwanese entrepreneur and co-founder of the multinational computer and electronics company ASUS.
-
C.
Winston Chang
Winston Chang is a Taiwanese-American lawyer and academic, known as a son of former Republic of China President Chiang Ching-kuo and for his work in legal education in the United States.
-
D.
Curtis Chin
Curtis Chin is an Asian American writer, filmmaker, and activist known for co-founding the Asian American Writers’ Workshop and for his work highlighting Asian American experiences and social justice issues.
-
E.
John Cheng
John Cheng is a film producer best known for his work on the dark comedy movie "Horrible Bosses."
- 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: Kenneth Chien Triple: [Moderna, foundedBy, Kenneth Chien]
Generated description
Kenneth Chien is a physician-scientist and biotechnology entrepreneur best known as a co-founder of Moderna and a leading researcher in cardiovascular biology and mRNA therapeutics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kenneth Chien Target entity description: Kenneth Chien is a physician-scientist and biotechnology entrepreneur best known as a co-founder of Moderna and a leading researcher in cardiovascular biology and mRNA therapeutics.
-
A.
Kenneth Hsu
Kenneth Hsu is a Swiss geologist and oceanographer known for his influential work on marine geology and the Messinian salinity crisis.
-
B.
Wayne Hsieh
Wayne Hsieh is a Taiwanese entrepreneur and co-founder of the multinational computer and electronics company ASUS.
-
C.
Winston Chang
Winston Chang is a Taiwanese-American lawyer and academic, known as a son of former Republic of China President Chiang Ching-kuo and for his work in legal education in the United States.
-
D.
Curtis Chin
Curtis Chin is an Asian American writer, filmmaker, and activist known for co-founding the Asian American Writers’ Workshop and for his work highlighting Asian American experiences and social justice issues.
-
E.
John Cheng
John Cheng is a film producer best known for his work on the dark comedy movie "Horrible Bosses."
- 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_69d81c645c5c8190b1fd16a285a1b78a |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2ed44f90819099ad08c09c066b56 |
completed | April 14, 2026, 12:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fbc329891c8190b4dcb9913e235a1c |
completed | May 6, 2026, 10:39 p.m. |
| NEDg | Description generation | batch_69fbc5964b7c8190babbb3bd50a1aaec |
completed | May 6, 2026, 10:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fbc912f0e08190be7c4f671b499c57 |
completed | May 6, 2026, 11:04 p.m. |
Created at: April 9, 2026, 10:19 p.m.