Triple
T9592447
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Farrar, Straus and Giroux |
E231448
|
entity |
| Predicate | hasPublished |
P80
|
FINISHED |
| Object |
Atul Gawande
Atul Gawande is an American surgeon, public health researcher, and bestselling author known for his influential books and essays on medicine, ethics, and healthcare systems.
|
E809512
|
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: Atul Gawande | Statement: [Farrar, Straus and Giroux, hasPublished, Atul Gawande]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atul Gawande Context triple: [Farrar, Straus and Giroux, hasPublished, Atul Gawande]
-
A.
Harlan Krumholz
Harlan Krumholz is an American cardiologist and health outcomes researcher known for his work on quality of care, patient-centered outcomes, and healthcare transparency.
-
B.
Ezekiel Emanuel
Ezekiel Emanuel is an American oncologist, bioethicist, and health policy expert known for his influential work on medical ethics and U.S. healthcare reform.
-
C.
Andre Pronovost
Andre Pronovost is a former Canadian professional ice hockey player best known for his time as a forward in the NHL during the 1950s and 1960s.
-
D.
Scott D. Altman
Scott D. Altman is a retired U.S. Navy captain and NASA astronaut who flew on four Space Shuttle missions, including leading the final servicing mission to the Hubble Space Telescope.
-
E.
Dr. Jeffrey Squires
Dr. Jeffrey Squires is a disillusioned, pot-smoking psychiatrist who forms an unlikely friendship with a teenage drug dealer in the coming-of-age film "The Wackness."
- 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: Atul Gawande Triple: [Farrar, Straus and Giroux, hasPublished, Atul Gawande]
Generated description
Atul Gawande is an American surgeon, public health researcher, and bestselling author known for his influential books and essays on medicine, ethics, and healthcare systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Atul Gawande Target entity description: Atul Gawande is an American surgeon, public health researcher, and bestselling author known for his influential books and essays on medicine, ethics, and healthcare systems.
-
A.
Harlan Krumholz
Harlan Krumholz is an American cardiologist and health outcomes researcher known for his work on quality of care, patient-centered outcomes, and healthcare transparency.
-
B.
Ezekiel Emanuel
Ezekiel Emanuel is an American oncologist, bioethicist, and health policy expert known for his influential work on medical ethics and U.S. healthcare reform.
-
C.
Andre Pronovost
Andre Pronovost is a former Canadian professional ice hockey player best known for his time as a forward in the NHL during the 1950s and 1960s.
-
D.
Scott D. Altman
Scott D. Altman is a retired U.S. Navy captain and NASA astronaut who flew on four Space Shuttle missions, including leading the final servicing mission to the Hubble Space Telescope.
-
E.
Dr. Jeffrey Squires
Dr. Jeffrey Squires is a disillusioned, pot-smoking psychiatrist who forms an unlikely friendship with a teenage drug dealer in the coming-of-age film "The Wackness."
- 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_69ca8482884481908eccdfdf64d6fbf7 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9a11ec7081908dc580de2f369706 |
completed | April 1, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1618dfb688190bddd93c51bb6df41 |
completed | April 4, 2026, 7:07 p.m. |
| NEDg | Description generation | batch_69d165c365988190a751703b631a66be |
completed | April 4, 2026, 7:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d16698b4ec8190b3b8a2432e65d8e8 |
completed | April 4, 2026, 7:29 p.m. |
Created at: March 30, 2026, 8:07 p.m.