Triple
T1848091
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Ballard |
E41329
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | National Geographic Society |
E41116
|
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 Society | Statement: [Robert Ballard, memberOf, National Geographic Society]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Geographic Society Context triple: [Robert Ballard, memberOf, National Geographic Society]
-
A.
National Geographic Society
chosen
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.
-
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.
American Geographical Society
The American Geographical Society is a long-standing U.S.-based scholarly organization dedicated to advancing geographic knowledge and exploration through research, education, and public outreach.
-
D.
Explorers Club
The Explorers Club is a prestigious international society dedicated to the advancement of field research, scientific exploration, and resource conservation.
-
E.
Smithsonian Institution
The Smithsonian Institution is a renowned group of museums and research centers administered by the U.S. government, dedicated to the preservation and dissemination of knowledge in science, history, art, and culture.
- 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_69a88648cd44819093303206d96d76ad |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb05412a08190855ea453d1264ea3 |
completed | March 7, 2026, 4:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69add1c6941081909cef987ebe4b4d6c |
completed | March 8, 2026, 7:45 p.m. |
Created at: March 4, 2026, 7:33 p.m.