Triple
T5114167
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bengal famine of 1943 |
E115289
|
entity |
| Predicate | studiedBy |
P1945
|
FINISHED |
| Object |
C. B. A. Behrens
C. B. A. Behrens was a British economic and social historian known for her detailed analyses of wartime economies and food policies, including the causes and administration of the Bengal famine of 1943.
|
E494082
|
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: C. B. A. Behrens | Statement: [Bengal famine of 1943, studiedBy, C. B. A. Behrens]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: C. B. A. Behrens Context triple: [Bengal famine of 1943, studiedBy, C. B. A. Behrens]
-
A.
Ralph Behrens
Ralph Behrens is a notable individual who prominently bears the surname Behrens.
-
B.
Charles Hartmann
Charles Hartmann is a central fictional character in Sebastian Faulks’s novel "The Girl at the Lion d’Or," depicted as a middle-aged, married lawyer and politician who becomes romantically involved with the young waitress Anne Louvet in 1930s France.
-
C.
Heinrich C. Berann
Heinrich C. Berann was an Austrian painter and cartographer renowned for his panoramic maps and detailed depictions of global geography, including influential ocean floor maps.
-
D.
Frank Seiberling
Frank Seiberling was an American industrialist best known for founding the Goodyear Tire & Rubber Company, which became one of the world’s leading tire manufacturers.
-
E.
Alfred P. Boller
Alfred P. Boller was an American civil engineer known for designing major infrastructure projects in the late 19th and early 20th centuries.
- 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: C. B. A. Behrens Triple: [Bengal famine of 1943, studiedBy, C. B. A. Behrens]
Generated description
C. B. A. Behrens was a British economic and social historian known for her detailed analyses of wartime economies and food policies, including the causes and administration of the Bengal famine of 1943.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: C. B. A. Behrens Target entity description: C. B. A. Behrens was a British economic and social historian known for her detailed analyses of wartime economies and food policies, including the causes and administration of the Bengal famine of 1943.
-
A.
Ralph Behrens
Ralph Behrens is a notable individual who prominently bears the surname Behrens.
-
B.
Charles Hartmann
Charles Hartmann is a central fictional character in Sebastian Faulks’s novel "The Girl at the Lion d’Or," depicted as a middle-aged, married lawyer and politician who becomes romantically involved with the young waitress Anne Louvet in 1930s France.
-
C.
Heinrich C. Berann
Heinrich C. Berann was an Austrian painter and cartographer renowned for his panoramic maps and detailed depictions of global geography, including influential ocean floor maps.
-
D.
Frank Seiberling
Frank Seiberling was an American industrialist best known for founding the Goodyear Tire & Rubber Company, which became one of the world’s leading tire manufacturers.
-
E.
Alfred P. Boller
Alfred P. Boller was an American civil engineer known for designing major infrastructure projects in the late 19th and early 20th centuries.
- 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_69bd4441d1648190a54a533895041987 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd75cd13a08190b53e67ba65333557 |
completed | March 20, 2026, 4:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bebaadfaac8190aa0407196e5c4c20 |
completed | March 21, 2026, 3:35 p.m. |
| NEDg | Description generation | batch_69bebb1a4370819085bcbe73a0b8c68e |
completed | March 21, 2026, 3:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebcf63784819097be14bb7dcbf4d9 |
completed | March 21, 2026, 3:44 p.m. |
Created at: March 20, 2026, 1:41 p.m.