Triple
T5823707
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Infectious Diseases of Humans: Dynamics and Control |
E129169
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
Robert M. May
Robert M. May was a prominent Australian theoretical ecologist and mathematical biologist known for his influential work on population dynamics, chaos theory in ecology, and the mathematical modeling of infectious diseases.
|
E570053
|
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: Robert M. May | Statement: [Infectious Diseases of Humans: Dynamics and Control, author, Robert M. May]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert M. May Context triple: [Infectious Diseases of Humans: Dynamics and Control, author, Robert M. May]
-
A.
Lee R. Mayes
Lee R. Mayes is a film producer best known for his work on the comedy movie "White Chicks."
-
B.
James L. Massey
James L. Massey was an American information theorist and cryptographer known for his fundamental contributions to coding theory, stream ciphers, and the development of the Berlekamp–Massey algorithm.
-
C.
Charles B. Atwood
Charles B. Atwood was an American architect known for his influential work on Chicago’s late-19th-century architecture, including major contributions to the World’s Columbian Exposition and landmark buildings such as the Reliance Building.
-
D.
Robert L. Stewart
Robert L. Stewart is a former NASA astronaut and U.S. Army brigadier general best known as one of the first astronauts to perform an untethered spacewalk using the Manned Maneuvering Unit.
-
E.
Robert N. Fitch
Robert N. Fitch was a composer best known for writing the University of California fight song "Fight for California."
- 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: Robert M. May Triple: [Infectious Diseases of Humans: Dynamics and Control, author, Robert M. May]
Generated description
Robert M. May was a prominent Australian theoretical ecologist and mathematical biologist known for his influential work on population dynamics, chaos theory in ecology, and the mathematical modeling of infectious diseases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert M. May Target entity description: Robert M. May was a prominent Australian theoretical ecologist and mathematical biologist known for his influential work on population dynamics, chaos theory in ecology, and the mathematical modeling of infectious diseases.
-
A.
Lee R. Mayes
Lee R. Mayes is a film producer best known for his work on the comedy movie "White Chicks."
-
B.
James L. Massey
James L. Massey was an American information theorist and cryptographer known for his fundamental contributions to coding theory, stream ciphers, and the development of the Berlekamp–Massey algorithm.
-
C.
Charles B. Atwood
Charles B. Atwood was an American architect known for his influential work on Chicago’s late-19th-century architecture, including major contributions to the World’s Columbian Exposition and landmark buildings such as the Reliance Building.
-
D.
Robert L. Stewart
Robert L. Stewart is a former NASA astronaut and U.S. Army brigadier general best known as one of the first astronauts to perform an untethered spacewalk using the Manned Maneuvering Unit.
-
E.
Robert N. Fitch
Robert N. Fitch was a composer best known for writing the University of California fight song "Fight for California."
- 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_69c0084869e881908d7859492183ca7b |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c03418d410819092b6f5f6db45ed39 |
completed | March 22, 2026, 6:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c135397abc8190b9c10974983be44d |
completed | March 23, 2026, 12:42 p.m. |
| NEDg | Description generation | batch_69c13643a9148190a5fee889a633792e |
completed | March 23, 2026, 12:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c136cc94288190baf36ec0b7a7ca38 |
completed | March 23, 2026, 12:49 p.m. |
Created at: March 22, 2026, 3:53 p.m.