Triple

T19821951
Position Surface form Disambiguated ID Type / Status
Subject COP23 E476215 entity
Predicate theme P261 FINISHED
Object Further, Faster, Together
Further, Faster, Together is the unifying slogan and guiding theme that emphasized accelerated and collaborative global climate action at the COP23 United Nations climate conference.
 E1397429 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: Further, Faster, Together | Statement: [COP23, theme, Further, Faster, Together]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Further, Faster, Together
Context triple: [COP23, theme, Further, Faster, Together]
  • A. Stronger, Fairer, Faster
    Stronger, Fairer, Faster is the official motto encapsulating the UK Border Agency’s commitment to robust, equitable, and efficient border control.
  • B. Forward, Upward, Onward Together
    Forward, Upward, Onward Together is the national motto of the Bahamas, expressing the country’s collective aspiration for progress, unity, and shared advancement.
  • C. Move Together
    "Move Together" is a soulful pop-rock song by British singer-songwriter James Bay, featured on his debut studio album *Chaos and the Calm*.
  • D. “Forward Together”
    “Forward Together” is the official motto of Argyll and Bute Council, expressing its commitment to collective progress and cooperation within the Scottish local authority area.
  • E. Bigger, Better, Faster, More!
    Bigger, Better, Faster, More! is the 1992 alternative rock album by 4 Non Blondes that features their hit single "What's Up?".
  • 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: Further, Faster, Together
Triple: [COP23, theme, Further, Faster, Together]
Generated description
Further, Faster, Together is the unifying slogan and guiding theme that emphasized accelerated and collaborative global climate action at the COP23 United Nations climate conference.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Further, Faster, Together
Target entity description: Further, Faster, Together is the unifying slogan and guiding theme that emphasized accelerated and collaborative global climate action at the COP23 United Nations climate conference.
  • A. Stronger, Fairer, Faster
    Stronger, Fairer, Faster is the official motto encapsulating the UK Border Agency’s commitment to robust, equitable, and efficient border control.
  • B. Forward, Upward, Onward Together
    Forward, Upward, Onward Together is the national motto of the Bahamas, expressing the country’s collective aspiration for progress, unity, and shared advancement.
  • C. Move Together
    "Move Together" is a soulful pop-rock song by British singer-songwriter James Bay, featured on his debut studio album *Chaos and the Calm*.
  • D. “Forward Together”
    “Forward Together” is the official motto of Argyll and Bute Council, expressing its commitment to collective progress and cooperation within the Scottish local authority area.
  • E. Bigger, Better, Faster, More!
    Bigger, Better, Faster, More! is the 1992 alternative rock album by 4 Non Blondes that features their hit single "What's Up?".
  • 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_69d8e51c7c188190b926f3a2a7b5f881 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e654ffb37c8190be540a793befe16c completed April 20, 2026, 4:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ccd22b448190b447c893ee9ffd83 completed May 16, 2026, 1:48 a.m.
NEDg Description generation batch_6a07cfe19c288190b360d1767e8fffa3 completed May 16, 2026, 2:01 a.m.
NED2 Entity disambiguation (via description) batch_6a07d0c1cbc08190bffbc27457117b82 completed May 16, 2026, 2:04 a.m.
Created at: April 10, 2026, 1:50 p.m.