Triple

T21966685
Position Surface form Disambiguated ID Type / Status
Subject Association for Psychological Science E542475 entity
Predicate publishes P80 FINISHED
Object Observer magazine
Observer magazine is the official news and feature publication of the Association for Psychological Science, covering developments, research, and issues in the field of psychological science.
E1510129 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: Observer magazine | Statement: [Association for Psychological Science, publishes, Observer magazine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Observer magazine
Context triple: [Association for Psychological Science, publishes, Observer magazine]
  • A. The New Observer
    The New Observer was the original name of the British newspaper that later became known as The Sunday Times.
  • B. The Observer
    The Observer is a long-running British Sunday newspaper known for its in-depth journalism and commentary on politics, culture, and current affairs.
  • C. The Observer
    The Observer was an earlier newspaper that eventually evolved into or was succeeded by The News & Observer.
  • D. Horizon magazine
    Horizon magazine was an influential mid-20th-century British literary and arts periodical known for publishing prominent modernist writers and poets.
  • E. 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.
  • 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: Observer magazine
Triple: [Association for Psychological Science, publishes, Observer magazine]
Generated description
Observer magazine is the official news and feature publication of the Association for Psychological Science, covering developments, research, and issues in the field of psychological science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Observer magazine
Target entity description: Observer magazine is the official news and feature publication of the Association for Psychological Science, covering developments, research, and issues in the field of psychological science.
  • A. The New Observer
    The New Observer was the original name of the British newspaper that later became known as The Sunday Times.
  • B. The Observer
    The Observer is a long-running British Sunday newspaper known for its in-depth journalism and commentary on politics, culture, and current affairs.
  • C. The Observer
    The Observer was an earlier newspaper that eventually evolved into or was succeeded by The News & Observer.
  • D. Horizon magazine
    Horizon magazine was an influential mid-20th-century British literary and arts periodical known for publishing prominent modernist writers and poets.
  • E. 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.
  • 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_69e0c47fab1081908dc74a6545dbb051 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f1245b821c8190816058c2a07707a3 completed April 28, 2026, 9:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a6714dec081908b4b7c33b10c1ccb completed May 18, 2026, 1:10 a.m.
NEDg Description generation batch_6a0a67b1437c81909ad38cf9c183a073 completed May 18, 2026, 1:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0a68244250819082094878c9001b5c completed May 18, 2026, 1:15 a.m.
Created at: April 16, 2026, 8:01 p.m.