Triple
T3833518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | VX |
E91072
|
entity |
| Predicate | discoveredBy |
P412
|
FINISHED |
| Object |
Ranajit Ghosh
Ranajit Ghosh is a scientist best known for discovering the chemical agent VX, one of the most toxic nerve agents ever developed.
|
E394892
|
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: Ranajit Ghosh | Statement: [VX, discoveredBy, Ranajit Ghosh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ranajit Ghosh Context triple: [VX, discoveredBy, Ranajit Ghosh]
-
A.
Tarashankar Bandyopadhyay
Tarashankar Bandyopadhyay was a prominent 20th-century Bengali novelist and short story writer known for his vivid depictions of rural Bengal and its social transformations.
-
B.
Shirshendu Mukhopadhyay
Shirshendu Mukhopadhyay is a prominent Indian Bengali author known for his novels, short stories, and popular children's literature.
-
C.
Bibhutibhushan Bandyopadhyay
Bibhutibhushan Bandyopadhyay was a renowned Indian Bengali novelist and short story writer best known for his classic novel "Pather Panchali," which inspired Satyajit Ray’s acclaimed film adaptation.
-
D.
Manik Bandopadhyay
Manik Bandopadhyay was a prominent 20th-century Bengali novelist and short story writer known for his stark, realistic portrayals of rural and urban life and his pioneering role in modern Bengali fiction.
-
E.
Bibhutibhushan Datta
Bibhutibhushan Datta was an Indian mathematician and historian of mathematics known for his pioneering work on the history of Indian mathematics and astronomy.
- 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: Ranajit Ghosh Triple: [VX, discoveredBy, Ranajit Ghosh]
Generated description
Ranajit Ghosh is a scientist best known for discovering the chemical agent VX, one of the most toxic nerve agents ever developed.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ranajit Ghosh Target entity description: Ranajit Ghosh is a scientist best known for discovering the chemical agent VX, one of the most toxic nerve agents ever developed.
-
A.
Tarashankar Bandyopadhyay
Tarashankar Bandyopadhyay was a prominent 20th-century Bengali novelist and short story writer known for his vivid depictions of rural Bengal and its social transformations.
-
B.
Shirshendu Mukhopadhyay
Shirshendu Mukhopadhyay is a prominent Indian Bengali author known for his novels, short stories, and popular children's literature.
-
C.
Bibhutibhushan Bandyopadhyay
Bibhutibhushan Bandyopadhyay was a renowned Indian Bengali novelist and short story writer best known for his classic novel "Pather Panchali," which inspired Satyajit Ray’s acclaimed film adaptation.
-
D.
Manik Bandopadhyay
Manik Bandopadhyay was a prominent 20th-century Bengali novelist and short story writer known for his stark, realistic portrayals of rural and urban life and his pioneering role in modern Bengali fiction.
-
E.
Bibhutibhushan Datta
Bibhutibhushan Datta was an Indian mathematician and historian of mathematics known for his pioneering work on the history of Indian mathematics and astronomy.
- 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_69aed960b538819096561c8ed448dec9 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeeb88b8a8819082d4bdbc5bc45366 |
completed | March 9, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b512259d048190be25add7e38a0326 |
completed | March 14, 2026, 7:45 a.m. |
| NEDg | Description generation | batch_69b5129946508190860e12a8f90eb5ee |
completed | March 14, 2026, 7:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b513481c308190849e66bbd9caf57c |
completed | March 14, 2026, 7:50 a.m. |
Created at: March 9, 2026, 3:17 p.m.