Triple

T1838365
Position Surface form Disambiguated ID Type / Status
Subject National Geographic Society E41116 entity
Predicate hasPublication P80 FINISHED
Object 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.
 E206783 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 Research and Exploration | Statement: [National Geographic Society, hasPublication, National Geographic Research and Exploration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Geographic Research and Exploration
Context triple: [National Geographic Society, hasPublication, National Geographic Research and Exploration]
  • A. 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.
  • B. 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.
  • C. Explore.org
    Explore.org is a multimedia educational platform best known for its live nature and animal cameras, documentaries, and philanthropic storytelling projects.
  • D. National Geographic Partners
    National Geographic Partners is a media and publishing company that manages National Geographic’s television channels, magazines, and related content through a joint venture structure.
  • E. Earth Sciences & Map Library
    The Earth Sciences & Map Library is a specialized UC Berkeley library that focuses on collections and services related to geology, geography, environmental sciences, and cartographic materials such as maps and atlases.
  • 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 Research and Exploration
Triple: [National Geographic Society, hasPublication, National Geographic Research and Exploration]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Geographic Research and Exploration
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Explore.org
    Explore.org is a multimedia educational platform best known for its live nature and animal cameras, documentaries, and philanthropic storytelling projects.
  • D. National Geographic Partners
    National Geographic Partners is a media and publishing company that manages National Geographic’s television channels, magazines, and related content through a joint venture structure.
  • E. Earth Sciences & Map Library
    The Earth Sciences & Map Library is a specialized UC Berkeley library that focuses on collections and services related to geology, geography, environmental sciences, and cartographic materials such as maps and atlases.
  • 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_69adc9b93cd08190a467b56a0c0bd957 completed March 8, 2026, 7:10 p.m.
NEDg Description generation batch_69adcaf078a0819082c4bb48a3820ada completed March 8, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69adce8a68848190ab56f5df7311dbca completed March 8, 2026, 7:31 p.m.
Created at: March 4, 2026, 7:33 p.m.