Triple

T7666784
Position Surface form Disambiguated ID Type / Status
Subject Cengage Learning E173642 entity
Predicate brand P1500 FINISHED
Object National Geographic Learning E206780 NE FINISHED

How this triple was built (2 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 Learning | Statement: [Cengage Learning, brand, National Geographic Learning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Geographic Learning
Context triple: [Cengage Learning, brand, National Geographic Learning]
  • A. National Geographic Learning chosen
    National Geographic Learning is an educational publishing division that creates curriculum and learning materials inspired by National Geographic’s content, photography, and global storytelling.
  • B. 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.
  • C. 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.
  • D. National Geographic (TV channels)
    National Geographic (TV channels) is a global network of documentary and factual television channels known for high-quality programming on science, exploration, nature, and culture.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c699562484819086752091e3164a27 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701c1383c8190ab5bf803bd6211a9 completed March 27, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89b260000819088d744ea8dc53cd2 completed March 29, 2026, 3:23 a.m.
Created at: March 27, 2026, 4 p.m.