Triple
T4471551
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cosmopolitan |
E98505
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
John Brisben Walker
John Brisben Walker was an American magazine publisher and entrepreneur best known for transforming Cosmopolitan into a leading national publication in the late 19th century.
|
E444797
|
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: John Brisben Walker | Statement: [Cosmopolitan, foundedBy, John Brisben Walker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Brisben Walker Context triple: [Cosmopolitan, foundedBy, John Brisben Walker]
-
A.
Andrew Barclay Walker
Andrew Barclay Walker was a 19th-century British brewer and philanthropist whose patronage significantly supported the arts in Liverpool.
-
B.
Alan Cunningham
Alan Cunningham was a British Army general best known for leading Eighth Army forces in the North African campaign during World War II.
-
C.
William Bickerton
William Bickerton was a 19th-century Latter Day Saint leader and founder of the Church of Jesus Christ (Bickertonite), a Restorationist Christian denomination.
-
D.
James Gould
James Gould was an American jurist and legal educator known for his influential role in early 19th-century legal training in the United States.
-
E.
Sir Henry Ayers
Sir Henry Ayers was a 19th-century South Australian politician and long-serving premier after whom the landmark Uluru was historically named "Ayers Rock."
- 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: John Brisben Walker Triple: [Cosmopolitan, foundedBy, John Brisben Walker]
Generated description
John Brisben Walker was an American magazine publisher and entrepreneur best known for transforming Cosmopolitan into a leading national publication in the late 19th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Brisben Walker Target entity description: John Brisben Walker was an American magazine publisher and entrepreneur best known for transforming Cosmopolitan into a leading national publication in the late 19th century.
-
A.
Andrew Barclay Walker
Andrew Barclay Walker was a 19th-century British brewer and philanthropist whose patronage significantly supported the arts in Liverpool.
-
B.
Alan Cunningham
Alan Cunningham was a British Army general best known for leading Eighth Army forces in the North African campaign during World War II.
-
C.
William Bickerton
William Bickerton was a 19th-century Latter Day Saint leader and founder of the Church of Jesus Christ (Bickertonite), a Restorationist Christian denomination.
-
D.
James Gould
James Gould was an American jurist and legal educator known for his influential role in early 19th-century legal training in the United States.
-
E.
Sir Henry Ayers
Sir Henry Ayers was a 19th-century South Australian politician and long-serving premier after whom the landmark Uluru was historically named "Ayers Rock."
- 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356b832c0819096f76b694277d36e |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b66b33ecf48190a98ccbde9a3700c1 |
completed | March 15, 2026, 8:17 a.m. |
| NEDg | Description generation | batch_69b66c061e9881909d9494bf8ec84124 |
completed | March 15, 2026, 8:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b66c6892548190b1d5a8573abb4a69 |
completed | March 15, 2026, 8:23 a.m. |
Created at: March 12, 2026, 11:35 p.m.