Triple

T1838367
Position Surface form Disambiguated ID Type / Status
Subject National Geographic Society E41116 entity
Predicate hasPublication P80 FINISHED
Object National Geographic Books
National Geographic Books is the book-publishing division associated with the National Geographic Society, producing illustrated nonfiction works on topics such as science, exploration, history, and world cultures.
E207233 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 Books | Statement: [National Geographic Society, hasPublication, National Geographic Books]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Geographic Books
Context triple: [National Geographic Society, hasPublication, National Geographic Books]
  • 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 Expeditions
    National Geographic Expeditions is a travel program offering expert-led, immersive trips around the world focused on nature, wildlife, culture, and conservation.
  • 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 Society
    The National Geographic Society is a renowned nonprofit scientific and educational organization dedicated to exploring and documenting the planet’s geography, wildlife, cultures, and environment.
  • E. National Geographic Research and Exploration
    National Geographic Research and Exploration is a scholarly journal published by the National Geographic Society that presents findings from scientific and exploratory research conducted 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 Books
Triple: [National Geographic Society, hasPublication, National Geographic Books]
Generated description
National Geographic Books is the book-publishing division associated with the National Geographic Society, producing illustrated nonfiction works on topics such as science, exploration, history, and world cultures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Geographic Books
Target entity description: National Geographic Books is the book-publishing division associated with the National Geographic Society, producing illustrated nonfiction works on topics such as science, exploration, history, and world cultures.
  • 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 Expeditions
    National Geographic Expeditions is a travel program offering expert-led, immersive trips around the world focused on nature, wildlife, culture, and conservation.
  • 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 Society
    The National Geographic Society is a renowned nonprofit scientific and educational organization dedicated to exploring and documenting the planet’s geography, wildlife, cultures, and environment.
  • E. National Geographic Research and Exploration
    National Geographic Research and Exploration is a scholarly journal published by the National Geographic Society that presents findings from scientific and exploratory research conducted 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_69a88647f9388190909bc36e795bdaec completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb039cb588190b2626245a7f0bd67 completed March 7, 2026, 4:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69add1c23f9c81909b7d524448351060 completed March 8, 2026, 7:45 p.m.
NEDg Description generation batch_69add246f1a88190b3e14d1e45f5d433 completed March 8, 2026, 7:47 p.m.
NED2 Entity disambiguation (via description) batch_69add2afe284819083723ccaa2219222 completed March 8, 2026, 7:49 p.m.
Created at: March 4, 2026, 7:33 p.m.