Triple

T55453

Position	Surface form	Disambiguated ID	Type / Status
Subject	Association for Computing Machinery	`E1095`	entity
Predicate	hasProgram	`P178`	FINISHED
Object	ACM Professional Chapters ACM Professional Chapters are local, volunteer-led groups that foster networking, professional development, and community engagement among computing professionals under the umbrella of the Association for Computing Machinery.	`E5651`	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: ACM Professional Chapters | Statement: [Association for Computing Machinery, hasProgram, ACM Professional Chapters]

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

Target entity: ACM Professional Chapters
Context triple: [Association for Computing Machinery, hasProgram, ACM Professional Chapters]

A. ACM Student Chapters
ACM Student Chapters are local, student-run groups that promote computing education, professional development, and community engagement under the umbrella of the Association for Computing Machinery.
B. Association for Computing Machinery
The Association for Computing Machinery is a leading international scientific and educational society dedicated to advancing computing as a science and profession.
C. IEEE Computer Society
The IEEE Computer Society is a leading professional organization dedicated to advancing computer science and engineering through publications, conferences, standards, and educational activities.
D. ACM Distinguished Speaker Program
The ACM Distinguished Speaker Program is a global initiative that connects leading experts in computing with institutions and events worldwide to deliver high-quality technical talks and lectures.
E. IEEE Technical Activities
IEEE Technical Activities is a major organizational unit of the IEEE that oversees and coordinates its technical societies, councils, and committees to advance innovation and standards in engineering and technology.
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: ACM Professional Chapters
Triple: [Association for Computing Machinery, hasProgram, ACM Professional Chapters]

Generated description

ACM Professional Chapters are local, volunteer-led groups that foster networking, professional development, and community engagement among computing professionals under the umbrella of the Association for Computing Machinery.

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

Target entity: ACM Professional Chapters
Target entity description: ACM Professional Chapters are local, volunteer-led groups that foster networking, professional development, and community engagement among computing professionals under the umbrella of the Association for Computing Machinery.

A. ACM Student Chapters
ACM Student Chapters are local, student-run groups that promote computing education, professional development, and community engagement under the umbrella of the Association for Computing Machinery.
B. Association for Computing Machinery
The Association for Computing Machinery is a leading international scientific and educational society dedicated to advancing computing as a science and profession.
C. IEEE Computer Society
The IEEE Computer Society is a leading professional organization dedicated to advancing computer science and engineering through publications, conferences, standards, and educational activities.
D. ACM Distinguished Speaker Program
The ACM Distinguished Speaker Program is a global initiative that connects leading experts in computing with institutions and events worldwide to deliver high-quality technical talks and lectures.
E. IEEE Technical Activities
IEEE Technical Activities is a major organizational unit of the IEEE that oversees and coordinates its technical societies, councils, and committees to advance innovation and standards in engineering and technology.
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_69a248adc5b48190aa8db9fb092fb28a`	completed	Feb. 28, 2026, 1:45 a.m.
NER	Named-entity recognition	`batch_69a24b06c5488190afb5429a7999e3f3`	completed	Feb. 28, 2026, 1:55 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a255398bac81909c4ae9bba79f6c19`	completed	Feb. 28, 2026, 2:38 a.m.
NEDg	Description generation	`batch_69a2570e30d88190b7a0d20cf3a94760`	completed	Feb. 28, 2026, 2:46 a.m.
NED2	Entity disambiguation (via description)	`batch_69a257a1f340819091d3aa5a665ce50b`	completed	Feb. 28, 2026, 2:49 a.m.

Created at: Feb. 28, 2026, 1:50 a.m.