Triple

T189627
Position Surface form Disambiguated ID Type / Status
Subject Topical Groups E3689 entity
Predicate collaboratesWith P37 FINISHED
Object APS Focus Groups
APS Focus Groups are specialized member communities within the American Physical Society that bring together physicists with shared interests to discuss, coordinate, and advance research and professional activities in specific topical areas.
E3689 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: APS Focus Groups | Statement: [Topical Groups, collaboratesWith, APS Focus Groups]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: APS Focus Groups
Context triple: [Topical Groups, collaboratesWith, APS Focus Groups]
  • A. AP-S
    AP-S is the IEEE Antennas and Propagation Society, a leading professional organization focused on the theory, design, and application of antennas and the propagation of electromagnetic waves.
  • B. ACS
    ACS is a leading U.S.-based scientific society and publisher focused on advancing the chemistry enterprise and its practitioners worldwide.
  • C. Western Behavioral Sciences Institute
    Western Behavioral Sciences Institute was an innovative research and training center in La Jolla, California, known for pioneering work in humanistic psychology, organizational development, and interdisciplinary social science.
  • D. Topical Groups
    Topical Groups are specialized units within the American Physical Society that bring together researchers focused on specific subfields or emerging areas of physics.
  • E. APRU
    APRU (Association of Pacific Rim Universities) is a consortium of leading research universities around the Pacific Rim that collaborates on education, research, and policy initiatives.
  • 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: APS Focus Groups
Triple: [Topical Groups, collaboratesWith, APS Focus Groups]
Generated description
APS Focus Groups are specialized member communities within the American Physical Society that bring together physicists with shared interests to discuss, coordinate, and advance research and professional activities in specific topical areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: APS Focus Groups
Target entity description: APS Focus Groups are specialized member communities within the American Physical Society that bring together physicists with shared interests to discuss, coordinate, and advance research and professional activities in specific topical areas.
  • A. AP-S
    AP-S is the IEEE Antennas and Propagation Society, a leading professional organization focused on the theory, design, and application of antennas and the propagation of electromagnetic waves.
  • B. ACS
    ACS is a leading U.S.-based scientific society and publisher focused on advancing the chemistry enterprise and its practitioners worldwide.
  • C. Western Behavioral Sciences Institute
    Western Behavioral Sciences Institute was an innovative research and training center in La Jolla, California, known for pioneering work in humanistic psychology, organizational development, and interdisciplinary social science.
  • D. Topical Groups chosen
    Topical Groups are specialized units within the American Physical Society that bring together researchers focused on specific subfields or emerging areas of physics.
  • E. APRU
    APRU (Association of Pacific Rim Universities) is a consortium of leading research universities around the Pacific Rim that collaborates on education, research, and policy initiatives.
  • 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_69a2548debd48190ae3a06d6e65b53c6 completed Feb. 28, 2026, 2:35 a.m.
NER Named-entity recognition batch_69a2594c385481909e1e088e45c460a4 completed Feb. 28, 2026, 2:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69a305e511a08190a560125ed3839a0c completed Feb. 28, 2026, 3:12 p.m.
NEDg Description generation batch_69a30679b0648190975dcfaf4f9846bf completed Feb. 28, 2026, 3:15 p.m.
NED2 Entity disambiguation (via description) batch_69a306e6ce6c8190a77d42643914b03a completed Feb. 28, 2026, 3:16 p.m.
Created at: Feb. 28, 2026, 2:41 a.m.