Triple

T6318055

Position	Surface form	Disambiguated ID	Type / Status
Subject	Eric R. Pianka	`E141663`	entity
Predicate	memberOf	`P10`	FINISHED
Object	American Society of Naturalists The American Society of Naturalists is a professional scientific society dedicated to advancing the study of ecology, evolution, and organismal biology through research, education, and communication among naturalists.	`E583495`	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: American Society of Naturalists | Statement: [Eric R. Pianka, memberOf, American Society of Naturalists]

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

Target entity: American Society of Naturalists
Context triple: [Eric R. Pianka, memberOf, American Society of Naturalists]

A. Ecological Society of America
The Ecological Society of America is a leading professional organization dedicated to advancing the science and practice of ecology through research, education, and policy engagement.
B. 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.
C. American Society of Ichthyologists and Herpetologists
The American Society of Ichthyologists and Herpetologists is a professional scientific organization dedicated to the study and conservation of fishes, amphibians, and reptiles.
D. Entomological Society of America
The Entomological Society of America is a professional scientific organization dedicated to the study of insects, supporting research, education, and communication among entomologists.
E. American Society of Mammalogists
The American Society of Mammalogists is a professional scientific organization dedicated to the study, conservation, and dissemination of knowledge about mammals.
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: American Society of Naturalists
Triple: [Eric R. Pianka, memberOf, American Society of Naturalists]

Generated description

The American Society of Naturalists is a professional scientific society dedicated to advancing the study of ecology, evolution, and organismal biology through research, education, and communication among naturalists.

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

Target entity: American Society of Naturalists
Target entity description: The American Society of Naturalists is a professional scientific society dedicated to advancing the study of ecology, evolution, and organismal biology through research, education, and communication among naturalists.

A. Ecological Society of America
The Ecological Society of America is a leading professional organization dedicated to advancing the science and practice of ecology through research, education, and policy engagement.
B. 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.
C. American Society of Ichthyologists and Herpetologists
The American Society of Ichthyologists and Herpetologists is a professional scientific organization dedicated to the study and conservation of fishes, amphibians, and reptiles.
D. Entomological Society of America
The Entomological Society of America is a professional scientific organization dedicated to the study of insects, supporting research, education, and communication among entomologists.
E. American Society of Mammalogists
The American Society of Mammalogists is a professional scientific organization dedicated to the study, conservation, and dissemination of knowledge about mammals.
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_69c008d13b8c8190be47d896eb735605`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c064c38fe48190a71a4e5e1af19b10`	completed	March 22, 2026, 9:53 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c5e47ecea08190828af72d30d69a8c`	completed	March 27, 2026, 1:59 a.m.
NEDg	Description generation	`batch_69c5e65cb59c8190a6c43dfcf3da7334`	completed	March 27, 2026, 2:07 a.m.
NED2	Entity disambiguation (via description)	`batch_69c5e723fbd08190b41d3089e4af117e`	completed	March 27, 2026, 2:10 a.m.

Created at: March 22, 2026, 4:29 p.m.