Triple

T3784226
Position Surface form Disambiguated ID Type / Status
Subject National Geographic Partners E85489 entity
Predicate publishes P80 FINISHED
Object National Geographic special issues
National Geographic special issues are themed, standalone magazine editions that offer in-depth coverage of specific topics in science, nature, history, and culture under the National Geographic brand.
 E388214 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: National Geographic special issues | Statement: [National Geographic Partners, publishes, National Geographic special issues]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Geographic special issues
Context triple: [National Geographic Partners, publishes, National Geographic special issues]
  • A. 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.
  • B. National Geographic
    National Geographic is a renowned media brand known for its high-quality documentaries, magazines, and content focused on science, exploration, wildlife, and world cultures.
  • C. National Geographic News
    National Geographic News is the digital news arm of the National Geographic Society, providing science, exploration, environment, and culture reporting to a global audience.
  • D. National Geographic Expeditions
    National Geographic Expeditions is a travel program offering expert-led, immersive trips around the world focused on nature, wildlife, culture, and conservation.
  • E. National Geographic Explorer
    National Geographic Explorer is a program and community of scientists, adventurers, storytellers, and conservationists supported by the National Geographic Society to advance exploration, research, and education around the world.
  • 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: National Geographic special issues
Triple: [National Geographic Partners, publishes, National Geographic special issues]
Generated description
National Geographic special issues are themed, standalone magazine editions that offer in-depth coverage of specific topics in science, nature, history, and culture under the National Geographic brand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Geographic special issues
Target entity description: National Geographic special issues are themed, standalone magazine editions that offer in-depth coverage of specific topics in science, nature, history, and culture under the National Geographic brand.
  • A. 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.
  • B. National Geographic
    National Geographic is a renowned media brand known for its high-quality documentaries, magazines, and content focused on science, exploration, wildlife, and world cultures.
  • C. National Geographic News
    National Geographic News is the digital news arm of the National Geographic Society, providing science, exploration, environment, and culture reporting to a global audience.
  • D. National Geographic Expeditions
    National Geographic Expeditions is a travel program offering expert-led, immersive trips around the world focused on nature, wildlife, culture, and conservation.
  • E. National Geographic Explorer
    National Geographic Explorer is a program and community of scientists, adventurers, storytellers, and conservationists supported by the National Geographic Society to advance exploration, research, and education around the world.
  • 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_69aed937fa8881908208ef3801060826 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee3dc6590819098dda08206206612 completed March 9, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f04747448190be484cda5b2a7a8c completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f1730bbc8190a2f5f70ebc5a528a completed March 14, 2026, 5:26 a.m.
NED2 Entity disambiguation (via description) batch_69b4f2538eac81908a6c85ddab4e2356 completed March 14, 2026, 5:29 a.m.
Created at: March 9, 2026, 3:13 p.m.