Triple
T8711202
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Geographic Learning |
E206780
|
entity |
| Predicate | usesContentFrom |
P22683
|
FINISHED |
| Object | National Geographic |
E355261
|
NE FINISHED |
How this triple was built (3 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 | Statement: [National Geographic Learning, usesContentFrom, National Geographic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Geographic Context triple: [National Geographic Learning, usesContentFrom, National Geographic]
-
A.
National Geographic
chosen
National Geographic is a renowned media brand known for its high-quality documentaries, magazines, and content focused on science, exploration, wildlife, and world cultures.
-
B.
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.
-
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 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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: usesContentFrom Context triple: [National Geographic Learning, usesContentFrom, National Geographic]
-
A.
hasContentFrom
chosen
Indicates that one entity’s content is derived from, includes, or is based on another entity.
-
B.
usesCleanContent
Indicates that one entity employs or relies on content that is free from inappropriate, offensive, or unsafe material.
-
C.
usesElementsOf
Indicates that one entity incorporates, applies, or draws upon components, principles, or features derived from another entity.
-
D.
GCContent
Indicates the proportion of guanine (G) and cytosine (C) bases relative to the total nucleotide content in a DNA or RNA sequence.
-
E.
hasUserGeneratedContent
Indicates that the subject contains or is associated with content created directly by users rather than by the system or administrators.
- F. None of above.
Provenance (4 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_69ca83572d4881909bef3be2b578d539 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5c3189f88190bb9bb77ba9d28d60 |
completed | March 31, 2026, 11:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf6eec316c8190a681791ceefa5804 |
completed | April 3, 2026, 7:40 a.m. |
| PD | Predicate disambiguation | batch_69cc456e806c819087e7d66ee737f242 |
completed | March 31, 2026, 10:06 p.m. |
Created at: March 30, 2026, 6:35 p.m.