Triple

T55452

Position	Surface form	Disambiguated ID	Type / Status
Subject	Association for Computing Machinery	`E1095`	entity
Predicate	hasProgram	`P178`	FINISHED
Object	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.	`E2479`	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 Student Chapters | Statement: [Association for Computing Machinery, hasProgram, ACM Student Chapters]

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

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

A. 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.
B. 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.
C. 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.
D. IEEE Member and Geographic Activities
IEEE Member and Geographic Activities is the IEEE organizational unit responsible for supporting and coordinating the activities, engagement, and development of IEEE members across global geographic regions.
E. IEEE Educational Activities
IEEE Educational Activities is a branch of IEEE that develops and delivers educational programs, resources, and accreditation-related initiatives to support lifelong learning for engineers, students, and technology professionals worldwide.
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 Student Chapters
Triple: [Association for Computing Machinery, hasProgram, ACM Student Chapters]

Generated description

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.

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

Target entity: ACM Student Chapters
Target entity description: 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.

A. 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.
B. 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.
C. 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.
D. IEEE Member and Geographic Activities
IEEE Member and Geographic Activities is the IEEE organizational unit responsible for supporting and coordinating the activities, engagement, and development of IEEE members across global geographic regions.
E. IEEE Educational Activities
IEEE Educational Activities is a branch of IEEE that develops and delivers educational programs, resources, and accreditation-related initiatives to support lifelong learning for engineers, students, and technology professionals worldwide.
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_69a24e67187c8190950aec5d9f8ecc60`	completed	Feb. 28, 2026, 2:09 a.m.
NEDg	Description generation	`batch_69a24f001c588190b7eec6eec4fb5fd9`	completed	Feb. 28, 2026, 2:12 a.m.
NED2	Entity disambiguation (via description)	`batch_69a24fcbeee4819087186dada7466dfe`	completed	Feb. 28, 2026, 2:15 a.m.

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