Triple

T574823
Position Surface form Disambiguated ID Type / Status
Subject ACM SIGBED E13739 entity
Predicate collaboratesWith P37 FINISHED
Object ACM SIGBED France Chapter
ACM SIGBED France Chapter is the French regional chapter of ACM’s Special Interest Group on Embedded Systems, supporting local activities, networking, and research dissemination in the embedded and cyber-physical systems community.
 E13739 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 SIGBED France Chapter | Statement: [ACM SIGBED, collaboratesWith, ACM SIGBED France Chapter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ACM SIGBED France Chapter
Context triple: [ACM SIGBED, collaboratesWith, ACM SIGBED France Chapter]
  • A. ACM SIGBED
    ACM SIGBED is the Association for Computing Machinery’s Special Interest Group on Embedded Systems, focusing on research, education, and professional activities in embedded and cyber-physical systems.
  • B. 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.
  • C. ACM Special Interest Group
    An ACM Special Interest Group (SIG) is a professional community within the Association for Computing Machinery that focuses on advancing a specific area of computing research, practice, or education.
  • D. 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.
  • E. 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.
  • 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 SIGBED France Chapter
Triple: [ACM SIGBED, collaboratesWith, ACM SIGBED France Chapter]
Generated description
ACM SIGBED France Chapter is the French regional chapter of ACM’s Special Interest Group on Embedded Systems, supporting local activities, networking, and research dissemination in the embedded and cyber-physical systems community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ACM SIGBED France Chapter
Target entity description: ACM SIGBED France Chapter is the French regional chapter of ACM’s Special Interest Group on Embedded Systems, supporting local activities, networking, and research dissemination in the embedded and cyber-physical systems community.
  • A. ACM SIGBED chosen
    ACM SIGBED is the Association for Computing Machinery’s Special Interest Group on Embedded Systems, focusing on research, education, and professional activities in embedded and cyber-physical systems.
  • B. 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.
  • C. ACM Special Interest Group
    An ACM Special Interest Group (SIG) is a professional community within the Association for Computing Machinery that focuses on advancing a specific area of computing research, practice, or education.
  • D. 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.
  • E. 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.
  • F. None of above.

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_69a4933fa4d88190a7949cc83c08c5c1 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49b4c23548190a3b883239c7c78c8 completed March 1, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ff4c3df48190a886a8d3c633d417 completed March 2, 2026, 3:09 a.m.
NEDg Description generation batch_69a4ffcad6e08190938018ade5bc5d67 completed March 2, 2026, 3:11 a.m.
NED2 Entity disambiguation (via description) batch_69a5001de9c481909d43c001028c922c completed March 2, 2026, 3:12 a.m.
Created at: March 1, 2026, 7:33 p.m.