Triple
T17377843
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge Antibody Technology |
E422486
|
entity |
| Predicate | hasKeyPerson |
P256
|
FINISHED |
| Object |
Michael Neuberger
Michael Neuberger was a prominent British molecular immunologist known for his pioneering work on antibody diversification and his leadership roles in both academic research and biotechnology, including at Cambridge Antibody Technology.
|
E1271541
|
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: Michael Neuberger | Statement: [Cambridge Antibody Technology, hasKeyPerson, Michael Neuberger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Neuberger Context triple: [Cambridge Antibody Technology, hasKeyPerson, Michael Neuberger]
-
A.
Jeffrey Stott
Jeffrey Stott is a film producer best known for his work on the political comedy film "The American President."
-
B.
Geoffrey Smith
Geoffrey Smith is an Australian Anglican archbishop who serves as the national leader (Primate) of the Anglican Church of Australia.
-
C.
Nicholas Campbell
Nicholas Campbell is a Canadian actor best known for his work in film and television, including his lead role in the crime drama series "Da Vinci's Inquest."
-
D.
Nigel Shadbolt
Nigel Shadbolt is a British computer scientist and artificial intelligence researcher known for his leading role in promoting open data and digital governance.
-
E.
Ronald Norrish
Ronald Norrish was a British physical chemist and Nobel laureate renowned for his pioneering work in chemical kinetics and photochemistry.
- 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: Michael Neuberger Triple: [Cambridge Antibody Technology, hasKeyPerson, Michael Neuberger]
Generated description
Michael Neuberger was a prominent British molecular immunologist known for his pioneering work on antibody diversification and his leadership roles in both academic research and biotechnology, including at Cambridge Antibody Technology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Neuberger Target entity description: Michael Neuberger was a prominent British molecular immunologist known for his pioneering work on antibody diversification and his leadership roles in both academic research and biotechnology, including at Cambridge Antibody Technology.
-
A.
Jeffrey Stott
Jeffrey Stott is a film producer best known for his work on the political comedy film "The American President."
-
B.
Geoffrey Smith
Geoffrey Smith is an Australian Anglican archbishop who serves as the national leader (Primate) of the Anglican Church of Australia.
-
C.
Nicholas Campbell
Nicholas Campbell is a Canadian actor best known for his work in film and television, including his lead role in the crime drama series "Da Vinci's Inquest."
-
D.
Nigel Shadbolt
Nigel Shadbolt is a British computer scientist and artificial intelligence researcher known for his leading role in promoting open data and digital governance.
-
E.
Ronald Norrish
Ronald Norrish was a British physical chemist and Nobel laureate renowned for his pioneering work in chemical kinetics and photochemistry.
- 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_69d889d6535c81908be333c01deaec4e |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43a6ea56c8190b56d966ccf2c91f7 |
completed | April 19, 2026, 2:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01c1eb500c8190ab3f9d3cbd7705c7 |
completed | May 11, 2026, 11:47 a.m. |
| NEDg | Description generation | batch_6a01c2aa19408190840547b60786cc18 |
completed | May 11, 2026, 11:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01c35d05388190ade7044202781e20 |
completed | May 11, 2026, 11:54 a.m. |
Created at: April 10, 2026, 5:45 a.m.