Triple

T13547429

Position	Surface form	Disambiguated ID	Type / Status
Subject	American Meteorological Society	`E323548`	entity
Predicate	organizes	`P123`	FINISHED
Object	AMS Annual Meeting The AMS Annual Meeting is the flagship conference of the American Meteorological Society, bringing together scientists, professionals, and students to share research and advances in weather, water, and climate science.	`E1046148`	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: AMS Annual Meeting | Statement: [American Meteorological Society, organizes, AMS Annual Meeting]

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

Target entity: AMS Annual Meeting
Context triple: [American Meteorological Society, organizes, AMS Annual Meeting]

A. AMA Annual Meeting
The AMA Annual Meeting is a major yearly gathering of American Medical Association physicians and delegates where national medical policies, advocacy priorities, and organizational leadership decisions are set.
B. APA Annual Meeting
The APA Annual Meeting is a major professional conference that brings together psychiatrists and mental health professionals to share research, clinical advances, and policy developments in psychiatry.
C. ANS Annual Meeting
The ANS Annual Meeting is a major conference that brings together nuclear science and technology professionals to share research, discuss industry developments, and shape the future of the nuclear field.
D. ALA Midwinter Meeting
The ALA Midwinter Meeting is a major annual conference of library and information professionals focused on governance, professional development, and shaping the policies and priorities of the American Library Association.
E. ALA Annual Conference
The ALA Annual Conference is the flagship yearly gathering of library and information professionals, featuring educational programs, exhibits, and networking events organized by the American Library Association.
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: AMS Annual Meeting
Triple: [American Meteorological Society, organizes, AMS Annual Meeting]

Generated description

The AMS Annual Meeting is the flagship conference of the American Meteorological Society, bringing together scientists, professionals, and students to share research and advances in weather, water, and climate science.

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

Target entity: AMS Annual Meeting
Target entity description: The AMS Annual Meeting is the flagship conference of the American Meteorological Society, bringing together scientists, professionals, and students to share research and advances in weather, water, and climate science.

A. AMA Annual Meeting
The AMA Annual Meeting is a major yearly gathering of American Medical Association physicians and delegates where national medical policies, advocacy priorities, and organizational leadership decisions are set.
B. APA Annual Meeting
The APA Annual Meeting is a major professional conference that brings together psychiatrists and mental health professionals to share research, clinical advances, and policy developments in psychiatry.
C. ANS Annual Meeting
The ANS Annual Meeting is a major conference that brings together nuclear science and technology professionals to share research, discuss industry developments, and shape the future of the nuclear field.
D. ALA Midwinter Meeting
The ALA Midwinter Meeting is a major annual conference of library and information professionals focused on governance, professional development, and shaping the policies and priorities of the American Library Association.
E. ALA Annual Conference
The ALA Annual Conference is the flagship yearly gathering of library and information professionals, featuring educational programs, exhibits, and networking events organized by the American Library Association.
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_69d8076776248190bdf0d4fa1f85a5fc`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69dbafdb466881908fb46642dc66849d`	completed	April 12, 2026, 2:44 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f75da2c2008190b43a653a349ea0c7`	completed	May 3, 2026, 2:37 p.m.
NEDg	Description generation	`batch_69f75ed5457c819093081c6a22f13c91`	completed	May 3, 2026, 2:42 p.m.
NED2	Entity disambiguation (via description)	`batch_69f75f7e9d2c81909ec5540b34ac97cb`	completed	May 3, 2026, 2:45 p.m.

Created at: April 9, 2026, 9:45 p.m.