Triple

T153344
Position Surface form Disambiguated ID Type / Status
Subject Fridays for Future E3477 entity
Predicate hasSubOrganization P747 FINISHED
Object Fridays for Future MAPA
Fridays for Future MAPA is a branch of the global Fridays for Future climate movement that centers and amplifies the voices of communities in the Most Affected People and Areas (MAPA) by the climate crisis.
 E21896 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: Fridays for Future MAPA | Statement: [Fridays for Future, hasSubOrganization, Fridays for Future MAPA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fridays for Future MAPA
Context triple: [Fridays for Future, hasSubOrganization, Fridays for Future MAPA]
  • A. Fridays for Future
    Fridays for Future is a global youth-led climate strike movement that organizes regular school walkouts and protests to demand urgent action on the climate crisis.
  • B. 2019 Global Climate Strike
    The 2019 Global Climate Strike was a worldwide series of youth-led demonstrations demanding urgent action on climate change, inspired by the Fridays for Future movement.
  • C. UN Climate Action Summit 2019
    The UN Climate Action Summit 2019 was a high-level United Nations gathering in New York aimed at accelerating global efforts to address climate change through stronger national commitments and concrete action plans.
  • D. Greta Thunberg’s address to the UN Climate Change Conference (COP24)
    Greta Thunberg’s address to the UN Climate Change Conference (COP24) is an early landmark speech by the Swedish climate activist in which she sharply criticized global leaders’ inaction on climate change and helped catalyze the international youth climate movement.
  • E. Adbusters
    Adbusters is a Canadian anti-consumerist media foundation and magazine known for culture-jamming campaigns and sparking activist movements.
  • 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: Fridays for Future MAPA
Triple: [Fridays for Future, hasSubOrganization, Fridays for Future MAPA]
Generated description
Fridays for Future MAPA is a branch of the global Fridays for Future climate movement that centers and amplifies the voices of communities in the Most Affected People and Areas (MAPA) by the climate crisis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fridays for Future MAPA
Target entity description: Fridays for Future MAPA is a branch of the global Fridays for Future climate movement that centers and amplifies the voices of communities in the Most Affected People and Areas (MAPA) by the climate crisis.
  • A. Fridays for Future
    Fridays for Future is a global youth-led climate strike movement that organizes regular school walkouts and protests to demand urgent action on the climate crisis.
  • B. 2019 Global Climate Strike
    The 2019 Global Climate Strike was a worldwide series of youth-led demonstrations demanding urgent action on climate change, inspired by the Fridays for Future movement.
  • C. UN Climate Action Summit 2019
    The UN Climate Action Summit 2019 was a high-level United Nations gathering in New York aimed at accelerating global efforts to address climate change through stronger national commitments and concrete action plans.
  • D. Greta Thunberg’s address to the UN Climate Change Conference (COP24)
    Greta Thunberg’s address to the UN Climate Change Conference (COP24) is an early landmark speech by the Swedish climate activist in which she sharply criticized global leaders’ inaction on climate change and helped catalyze the international youth climate movement.
  • E. Adbusters
    Adbusters is a Canadian anti-consumerist media foundation and magazine known for culture-jamming campaigns and sparking activist movements.
  • 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_69a252868de4819080e21c9938bfe8b6 completed Feb. 28, 2026, 2:27 a.m.
NER Named-entity recognition batch_69a25810799c8190a515a39169126e46 completed Feb. 28, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2eb788a888190bbb53e82559abbf3 completed Feb. 28, 2026, 1:19 p.m.
NEDg Description generation batch_69a2ebe5644481908e221cc8724c99ae completed Feb. 28, 2026, 1:21 p.m.
NED2 Entity disambiguation (via description) batch_69a2ec56b5208190a60feb32c732cebc completed Feb. 28, 2026, 1:23 p.m.
Created at: Feb. 28, 2026, 2:31 a.m.