Triple

T4044785

Position	Surface form	Disambiguated ID	Type / Status
Subject	Mathematical Association of America	`E84038`	entity
Predicate	organizes	`P123`	FINISHED
Object	American Mathematics Competitions The American Mathematics Competitions are a series of nationally recognized math contests for middle and high school students in the United States that aim to develop problem-solving skills and identify talented young mathematicians.	`E408432`	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 Mathematics Competitions | Statement: [Mathematical Association of America, organizes, American Mathematics Competitions]

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

Target entity: American Mathematics Competitions
Context triple: [Mathematical Association of America, organizes, American Mathematics Competitions]

A. AIME
AIME is a professional engineering society that supports the advancement of mining, metallurgical, and petroleum engineering through technical exchange, education, and professional development.
B. Mathematical Association of America
The Mathematical Association of America is a professional society dedicated to the advancement, exposition, and teaching of undergraduate-level mathematics in the United States and beyond.
C. National Merit Scholarship Corporation
The National Merit Scholarship Corporation is a U.S. nonprofit organization that conducts academic competitions and awards scholarships to high-achieving high school students.
D. American Mathematical Society
The American Mathematical Society is a leading professional association dedicated to advancing mathematical research, scholarship, and education, and supporting the global community of mathematicians.
E. NMTC Program
The NMTC Program is a U.S. federal initiative that incentivizes private investment in low-income communities by offering tax credits to investors in qualified community development projects.
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 Mathematics Competitions
Triple: [Mathematical Association of America, organizes, American Mathematics Competitions]

Generated description

The American Mathematics Competitions are a series of nationally recognized math contests for middle and high school students in the United States that aim to develop problem-solving skills and identify talented young mathematicians.

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

Target entity: American Mathematics Competitions
Target entity description: The American Mathematics Competitions are a series of nationally recognized math contests for middle and high school students in the United States that aim to develop problem-solving skills and identify talented young mathematicians.

A. AIME
AIME is a professional engineering society that supports the advancement of mining, metallurgical, and petroleum engineering through technical exchange, education, and professional development.
B. Mathematical Association of America
The Mathematical Association of America is a professional society dedicated to the advancement, exposition, and teaching of undergraduate-level mathematics in the United States and beyond.
C. National Merit Scholarship Corporation
The National Merit Scholarship Corporation is a U.S. nonprofit organization that conducts academic competitions and awards scholarships to high-achieving high school students.
D. American Mathematical Society
The American Mathematical Society is a leading professional association dedicated to advancing mathematical research, scholarship, and education, and supporting the global community of mathematicians.
E. NMTC Program
The NMTC Program is a U.S. federal initiative that incentivizes private investment in low-income communities by offering tax credits to investors in qualified community development projects.
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_69aed930bd5c819083e7dcc14fc44f69`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aefb5f85d48190ba80a0a24fbe438a`	completed	March 9, 2026, 4:54 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b55652228c8190a9f301676deb0055`	completed	March 14, 2026, 12:36 p.m.
NEDg	Description generation	`batch_69b556fec4708190b221893ec35f1a38`	completed	March 14, 2026, 12:39 p.m.
NED2	Entity disambiguation (via description)	`batch_69b557f73cbc8190b904089ab0fa97d6`	completed	March 14, 2026, 12:43 p.m.

Created at: March 9, 2026, 3:37 p.m.