Triple

T20196464
Position Surface form Disambiguated ID Type / Status
Subject Larry Livermore E493097 entity
Predicate notableWork P4 FINISHED
Object Lookout magazine
Lookout magazine was an influential punk fanzine founded and edited by Larry Livermore that helped document and shape the Northern California punk scene in the 1980s.
 E1416504 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: Lookout magazine | Statement: [Larry Livermore, notableWork, Lookout magazine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lookout magazine
Context triple: [Larry Livermore, notableWork, Lookout magazine]
  • A. Outlook magazine
    Outlook magazine is an Indian weekly news and current affairs publication known for its investigative journalism, political commentary, and in-depth reportage.
  • B. Omni magazine
    Omni magazine was a popular science and science-fiction magazine that blended cutting-edge scientific reporting with speculative fiction and futurist ideas.
  • C. Argosy magazine
    Argosy magazine was a long-running American pulp and men's adventure periodical known for sensational stories and features that helped popularize mysteries like the Bermuda Triangle.
  • D. Magazeen
    Magazeen is a dancehall and reggae artist known for his affiliation with Rick Ross’s Maybach Music Group.
  • E. 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.
  • 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: Lookout magazine
Triple: [Larry Livermore, notableWork, Lookout magazine]
Generated description
Lookout magazine was an influential punk fanzine founded and edited by Larry Livermore that helped document and shape the Northern California punk scene in the 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lookout magazine
Target entity description: Lookout magazine was an influential punk fanzine founded and edited by Larry Livermore that helped document and shape the Northern California punk scene in the 1980s.
  • A. Outlook magazine
    Outlook magazine is an Indian weekly news and current affairs publication known for its investigative journalism, political commentary, and in-depth reportage.
  • B. Omni magazine
    Omni magazine was a popular science and science-fiction magazine that blended cutting-edge scientific reporting with speculative fiction and futurist ideas.
  • C. Argosy magazine
    Argosy magazine was a long-running American pulp and men's adventure periodical known for sensational stories and features that helped popularize mysteries like the Bermuda Triangle.
  • D. Magazeen
    Magazeen is a dancehall and reggae artist known for his affiliation with Rick Ross’s Maybach Music Group.
  • E. 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.
  • 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_69da6268a034819081cbd9ea5a1c9475 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66ad99d50819090ddb7b546c65321 completed April 20, 2026, 6:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a083c8a440c819089f0d90aacc640b5 completed May 16, 2026, 9:44 a.m.
NEDg Description generation batch_6a083d95db488190b2ffafc7e0d874dc completed May 16, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_6a083e12d31481909295a5dc4e47b14b completed May 16, 2026, 9:51 a.m.
Created at: April 11, 2026, 11:37 p.m.