Triple

T7078731

Position	Surface form	Disambiguated ID	Type / Status
Subject	ACM Professional Member	`E164888`	entity
Predicate	isDifferentFrom	`P1612`	FINISHED
Object	ACM Student Member An ACM Student Member is an individual enrolled in an academic program who joins the Association for Computing Machinery at a reduced student rate, gaining access to its publications, resources, and student-focused activities.	`E640407`	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 Member | Statement: [ACM Professional Member, isDifferentFrom, ACM Student Member]

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

Target entity: ACM Student Member
Context triple: [ACM Professional Member, isDifferentFrom, ACM Student Member]

A. ACM Professional Member
An ACM Professional Member is a standard level of membership in the Association for Computing Machinery that provides computing professionals with access to technical resources, publications, and a global community.
B. ACM Senior Member
An ACM Senior Member is a mid-level professional recognition by the Association for Computing Machinery awarded to experienced computing professionals for significant technical and professional contributions.
C. ACM Membership Services
ACM Membership Services is the division of the Association for Computing Machinery that manages member programs, benefits, and professional development initiatives for computing professionals worldwide.
D. 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.
E. ACM Members-at-Large
ACM Members-at-Large are elected representatives who serve on the Association for Computing Machinery’s governing council to provide broad member perspectives in organizational decision-making.
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 Member
Triple: [ACM Professional Member, isDifferentFrom, ACM Student Member]

Generated description

An ACM Student Member is an individual enrolled in an academic program who joins the Association for Computing Machinery at a reduced student rate, gaining access to its publications, resources, and student-focused activities.

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

Target entity: ACM Student Member
Target entity description: An ACM Student Member is an individual enrolled in an academic program who joins the Association for Computing Machinery at a reduced student rate, gaining access to its publications, resources, and student-focused activities.

A. ACM Professional Member
An ACM Professional Member is a standard level of membership in the Association for Computing Machinery that provides computing professionals with access to technical resources, publications, and a global community.
B. ACM Senior Member
An ACM Senior Member is a mid-level professional recognition by the Association for Computing Machinery awarded to experienced computing professionals for significant technical and professional contributions.
C. ACM Membership Services
ACM Membership Services is the division of the Association for Computing Machinery that manages member programs, benefits, and professional development initiatives for computing professionals worldwide.
D. 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.
E. ACM Members-at-Large
ACM Members-at-Large are elected representatives who serve on the Association for Computing Machinery’s governing council to provide broad member perspectives in organizational decision-making.
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_69c6887cbc6c8190bdfac42d940f4d8a`	completed	March 27, 2026, 1:39 p.m.
NER	Named-entity recognition	`batch_69c6e4ef47d48190b31125d1b57f7bec`	completed	March 27, 2026, 8:13 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c7947294d4819094d7cfb34efde915`	completed	March 28, 2026, 8:42 a.m.
NEDg	Description generation	`batch_69c7954ee22c8190a531e30e8e54f7d5`	completed	March 28, 2026, 8:46 a.m.
NED2	Entity disambiguation (via description)	`batch_69c795fce734819086e20a916aa67f54`	completed	March 28, 2026, 8:49 a.m.

Created at: March 27, 2026, 2:40 p.m.