Triple
T1014355
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fridays for Future MAPA |
E21896
|
entity |
| Predicate | hasHashtag |
P2920
|
FINISHED |
| Object | #FridaysForFuture |
E3477
|
NE FINISHED |
How this triple was built (2 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: #FridaysForFuture | Statement: [Fridays for Future MAPA, hasHashtag, #FridaysForFuture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: #FridaysForFuture Context triple: [Fridays for Future MAPA, hasHashtag, #FridaysForFuture]
-
A.
Fridays for Future
chosen
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.
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.
-
C.
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.
-
D.
350.org
350.org is an international environmental organization focused on combating climate change through grassroots activism, public campaigns, and policy advocacy to reduce atmospheric carbon dioxide levels.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a493c68e24819080ed0ee8bcfd5ce0 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b7be907c8190b5c6ea89257755a7 |
completed | March 1, 2026, 10:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac4c0ef95081909ddc4ec480248572 |
completed | March 7, 2026, 4:02 p.m. |
Created at: March 1, 2026, 7:41 p.m.