Triple

T317965

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hubbard Medal	`E7748`	entity
Predicate	presentedBy	`P83`	FINISHED
Object	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.	`E41116`	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 Society | Statement: [Hubbard Medal, presentedBy, National Geographic Society]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: National Geographic Society
Context triple: [Hubbard Medal, presentedBy, National Geographic Society]

A. 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.
B. World Wildlife Fund
The World Wildlife Fund is a leading international conservation organization dedicated to protecting endangered species and preserving natural habitats worldwide.
C. Carnegie Institution of Washington
The Carnegie Institution of Washington is a private, nonprofit scientific research organization founded by Andrew Carnegie that supports advanced research across fields such as astronomy, biology, and earth sciences.
D. Board of Regents of the Smithsonian Institution
The Board of Regents of the Smithsonian Institution is the governing body that oversees the policies, administration, and overall direction of the Smithsonian’s museums and research centers.
E. American Association for the Advancement of Science
The American Association for the Advancement of Science is a leading international nonprofit organization dedicated to advancing science, engineering, and innovation for the benefit of all people, best known for publishing the journal Science.
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 Society
Triple: [Hubbard Medal, presentedBy, National Geographic Society]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: National Geographic Society
Target entity description: 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.

A. 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.
B. World Wildlife Fund
The World Wildlife Fund is a leading international conservation organization dedicated to protecting endangered species and preserving natural habitats worldwide.
C. Carnegie Institution of Washington
The Carnegie Institution of Washington is a private, nonprofit scientific research organization founded by Andrew Carnegie that supports advanced research across fields such as astronomy, biology, and earth sciences.
D. Board of Regents of the Smithsonian Institution
The Board of Regents of the Smithsonian Institution is the governing body that oversees the policies, administration, and overall direction of the Smithsonian’s museums and research centers.
E. American Association for the Advancement of Science
The American Association for the Advancement of Science is a leading international nonprofit organization dedicated to advancing science, engineering, and innovation for the benefit of all people, best known for publishing the journal Science.
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_69a2e7e7af7881908890039d6be4e9b8`	completed	Feb. 28, 2026, 1:04 p.m.
NER	Named-entity recognition	`batch_69a2ea67b7588190be394a56498758b6`	completed	Feb. 28, 2026, 1:15 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a3c8ba3304819099db7b60f2c83c8b`	completed	March 1, 2026, 5:03 a.m.
NEDg	Description generation	`batch_69a3c93ce2308190b2df5c939691a2ce`	completed	March 1, 2026, 5:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69a3ca020b7081909b54e311c173ef21`	completed	March 1, 2026, 5:09 a.m.

Created at: Feb. 28, 2026, 1:08 p.m.