Triple
T153346
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fridays for Future |
E3477
|
entity |
| Predicate | usesHashtag |
P4548
|
FINISHED |
| Object | #FridaysForFuture |
E3477
|
NE FINISHED |
How this triple was built (3 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, usesHashtag, #FridaysForFuture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: #FridaysForFuture Context triple: [Fridays for Future, usesHashtag, #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.
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.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: usesHashtag Context triple: [Fridays for Future, usesHashtag, #FridaysForFuture]
-
A.
twitterHandle
Indicates that one entity is the Twitter username or account identifier associated with another entity.
-
B.
hasNotableWord
chosen
Indicates that an entity is associated with a word or term that is considered notable, distinctive, or significant in some context.
-
C.
usedWith
Indicates that one entity is typically or appropriately employed together with another entity in a combined or complementary use.
-
D.
usedAt
Indicates that something is employed, applied, or utilized at a particular place, time, or context.
-
E.
twitterUsername
Indicates that one entity is the Twitter handle or username associated with another entity.
- F. None of above.
Provenance (4 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_69a258e0b11c8190b7b5cf3c354c47ce |
completed | Feb. 28, 2026, 2:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2ee88015c8190af7d6c9add7df714 |
completed | Feb. 28, 2026, 1:32 p.m. |
| PD | Predicate disambiguation | batch_69a2565c727c8190bca9ba6ca52f216a |
completed | Feb. 28, 2026, 2:43 a.m. |
Created at: Feb. 28, 2026, 2:31 a.m.