Triple

T6566544
Position Surface form Disambiguated ID Type / Status
Subject KAIST E153919 entity
Predicate motto P42 FINISHED
Object “Future by KAIST”
“Future by KAIST” is the official motto of the Korea Advanced Institute of Science and Technology, reflecting its mission to drive innovation and shape the future through science and technology.
 E603057 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: “Future by KAIST” | Statement: [KAIST, motto, “Future by KAIST”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “Future by KAIST”
Context triple: [KAIST, motto, “Future by KAIST”]
  • A. The Future is Yours
    "The Future is Yours" is the official motto of the United Daughters of the Confederacy, reflecting the organization’s emphasis on shaping historical memory and values for coming generations.
  • B. The Future
    "The Future" is a 1992 studio album by Leonard Cohen that blends dark, prophetic lyrics with contemporary production to explore themes of chaos, spirituality, and societal decay.
  • C. The Future
    The Future is a 2011 indie drama film written and directed by Miranda July, known for its introspective, surreal exploration of relationships, time, and self-doubt.
  • D. Profiles of the Future
    Profiles of the Future is a speculative non-fiction book by Arthur C. Clarke that explores the possibilities and implications of future scientific and technological developments.
  • E. The Future Needs Us
    The Future Needs Us is a work whose title suggests a forward-looking call to action about humanity’s responsibility in shaping the future.
  • 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: “Future by KAIST”
Triple: [KAIST, motto, “Future by KAIST”]
Generated description
“Future by KAIST” is the official motto of the Korea Advanced Institute of Science and Technology, reflecting its mission to drive innovation and shape the future through science and technology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “Future by KAIST”
Target entity description: “Future by KAIST” is the official motto of the Korea Advanced Institute of Science and Technology, reflecting its mission to drive innovation and shape the future through science and technology.
  • A. The Future is Yours
    "The Future is Yours" is the official motto of the United Daughters of the Confederacy, reflecting the organization’s emphasis on shaping historical memory and values for coming generations.
  • B. The Future
    "The Future" is a 1992 studio album by Leonard Cohen that blends dark, prophetic lyrics with contemporary production to explore themes of chaos, spirituality, and societal decay.
  • C. The Future
    The Future is a 2011 indie drama film written and directed by Miranda July, known for its introspective, surreal exploration of relationships, time, and self-doubt.
  • D. Profiles of the Future
    Profiles of the Future is a speculative non-fiction book by Arthur C. Clarke that explores the possibilities and implications of future scientific and technological developments.
  • E. The Future Needs Us
    The Future Needs Us is a work whose title suggests a forward-looking call to action about humanity’s responsibility in shaping the future.
  • 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_69c6880cb35881909b763eb0125236b9 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae5381e88190b44dc4440efdd8ae completed March 27, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d564cb908190bb8885e6c8d8abac completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d676e43081909bf2a9cceff0b9b3 completed March 27, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69c6d843bad081909ebb887f32ea4195 completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:53 p.m.