Triple
T15989222
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paul Hoffman (American author and journalist, born 1956) |
E387778
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Discover magazine
Discover magazine is a popular American general-interest science magazine that presents scientific topics and discoveries in an accessible, engaging format for a broad audience.
|
E1187490
|
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: Discover magazine | Statement: [Paul Hoffman (American author and journalist, born 1956), employer, Discover magazine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Discover magazine Context triple: [Paul Hoffman (American author and journalist, born 1956), employer, Discover magazine]
-
A.
Chance magazine
Chance magazine is a popular statistics-focused publication that presents statistical ideas, applications, and case studies to a broad audience, often highlighting real-world data and current events.
-
B.
Life magazine
Life magazine was a hugely influential American weekly publication best known for its pioneering photojournalism and vivid visual coverage of 20th-century events and culture.
-
C.
Inspire magazine
Inspire magazine is an English-language online propaganda and recruitment publication associated with the extremist group Al-Qaeda in the Arabian Peninsula.
-
D.
Magazeen
Magazeen is a dancehall and reggae artist known for his affiliation with Rick Ross’s Maybach Music Group.
-
E.
National Geographic magazine
National Geographic magazine is a long-running, globally recognized publication known for its in-depth articles and striking photography on science, nature, history, and world cultures.
- 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: Discover magazine Triple: [Paul Hoffman (American author and journalist, born 1956), employer, Discover magazine]
Generated description
Discover magazine is a popular American general-interest science magazine that presents scientific topics and discoveries in an accessible, engaging format for a broad audience.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Discover magazine Target entity description: Discover magazine is a popular American general-interest science magazine that presents scientific topics and discoveries in an accessible, engaging format for a broad audience.
-
A.
Chance magazine
Chance magazine is a popular statistics-focused publication that presents statistical ideas, applications, and case studies to a broad audience, often highlighting real-world data and current events.
-
B.
Life magazine
Life magazine was a hugely influential American weekly publication best known for its pioneering photojournalism and vivid visual coverage of 20th-century events and culture.
-
C.
Inspire magazine
Inspire magazine is an English-language online propaganda and recruitment publication associated with the extremist group Al-Qaeda in the Arabian Peninsula.
-
D.
Magazeen
Magazeen is a dancehall and reggae artist known for his affiliation with Rick Ross’s Maybach Music Group.
-
E.
National Geographic magazine
National Geographic magazine is a long-running, globally recognized publication known for its in-depth articles and striking photography on science, nature, history, and world cultures.
- 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_69d86daa562c81908aacc179c0fe8fb5 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e157829ec08190aa4a683e29a0148a |
completed | April 16, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffc3d2369081909efa2d4addf0cf2d |
completed | May 9, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69ffc45e6ff48190bb7b82adb4161ad0 |
completed | May 9, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffc4cea4108190927b107fc24df597 |
completed | May 9, 2026, 11:35 p.m. |
Created at: April 10, 2026, 4:54 a.m.