Triple
T14008580
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Moderna |
E337017
|
entity |
| Predicate | collaboratedWith |
P435
|
FINISHED |
| Object |
U.S. government Operation Warp Speed
U.S. government Operation Warp Speed was a public–private initiative launched in 2020 to rapidly develop, manufacture, and distribute COVID-19 vaccines and therapeutics in the United States.
|
E1074413
|
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: U.S. government Operation Warp Speed | Statement: [Moderna, collaboratedWith, U.S. government Operation Warp Speed]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. government Operation Warp Speed Context triple: [Moderna, collaboratedWith, U.S. government Operation Warp Speed]
-
A.
United States federal COVID-19 relief packages
The United States federal COVID-19 relief packages were a series of large-scale legislative measures providing economic aid, public health funding, and financial support to individuals, businesses, and institutions during the COVID-19 pandemic.
-
B.
Vaxzevria COVID-19 vaccine
Vaxzevria COVID-19 vaccine is a viral vector coronavirus vaccine created to prevent COVID-19 infection and severe disease in adults.
-
C.
Sputnik V COVID-19 vaccine
Sputnik V COVID-19 vaccine is a Russian-developed viral vector vaccine against COVID-19 that gained global attention as one of the first vaccines authorized for use during the pandemic.
-
D.
Pfizer–BioNTech
Pfizer–BioNTech is a pharmaceutical partnership best known for developing one of the first widely authorized mRNA vaccines against COVID-19.
-
E.
Moderna
Moderna is a biotechnology company best known for pioneering mRNA-based vaccines, including one of the first widely used COVID-19 vaccines.
- 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: U.S. government Operation Warp Speed Triple: [Moderna, collaboratedWith, U.S. government Operation Warp Speed]
Generated description
U.S. government Operation Warp Speed was a public–private initiative launched in 2020 to rapidly develop, manufacture, and distribute COVID-19 vaccines and therapeutics in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. government Operation Warp Speed Target entity description: U.S. government Operation Warp Speed was a public–private initiative launched in 2020 to rapidly develop, manufacture, and distribute COVID-19 vaccines and therapeutics in the United States.
-
A.
United States federal COVID-19 relief packages
The United States federal COVID-19 relief packages were a series of large-scale legislative measures providing economic aid, public health funding, and financial support to individuals, businesses, and institutions during the COVID-19 pandemic.
-
B.
Vaxzevria COVID-19 vaccine
Vaxzevria COVID-19 vaccine is a viral vector coronavirus vaccine created to prevent COVID-19 infection and severe disease in adults.
-
C.
Sputnik V COVID-19 vaccine
Sputnik V COVID-19 vaccine is a Russian-developed viral vector vaccine against COVID-19 that gained global attention as one of the first vaccines authorized for use during the pandemic.
-
D.
Pfizer–BioNTech
Pfizer–BioNTech is a pharmaceutical partnership best known for developing one of the first widely authorized mRNA vaccines against COVID-19.
-
E.
Moderna
Moderna is a biotechnology company best known for pioneering mRNA-based vaccines, including one of the first widely used COVID-19 vaccines.
- 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_69fbaca5fb48819090fff1fd22e8a15c |
completed | May 6, 2026, 9:03 p.m. |
| NEDg | Description generation | batch_69fbadc6cb2c8190bdf66ad1fa6dd392 |
completed | May 6, 2026, 9:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fbb01071408190a85e5e9be0150593 |
completed | May 6, 2026, 9:18 p.m. |
Created at: April 9, 2026, 10:19 p.m.