Triple
T8785127
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gihan Ibrahim |
E209024
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Arab Spring activists |
E39061
|
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: Arab Spring activists | Statement: [Gihan Ibrahim, associatedWith, Arab Spring activists]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arab Spring activists Context triple: [Gihan Ibrahim, associatedWith, Arab Spring activists]
-
A.
Women of the Arab Spring
chosen
Women of the Arab Spring are the activists, protesters, and leaders across Arab countries who played pivotal roles in the 2010–2011 uprisings for freedom, dignity, and social justice.
-
B.
Arab Spring
The Arab Spring was a wave of pro-democracy uprisings and protests that erupted across the Arab world starting in late 2010, challenging longstanding authoritarian regimes and demanding political and social reforms.
-
C.
Egyptian opposition movement
The Egyptian opposition movement is a broad coalition of political parties, activists, and civil society groups that challenge the ruling authorities and advocate for democratic reforms, civil liberties, and social justice in Egypt.
-
D.
Citizens' Revolution movement
The Citizens' Revolution movement is a left-wing political movement in Ecuador founded and led by former president Rafael Correa, advocating social justice, state-led development, and Latin American integration.
-
E.
Egyptian Movement for Change
The Egyptian Movement for Change, commonly known as the Kefaya movement, was a grassroots political protest movement that emerged in the early 2000s to oppose authoritarian rule and advocate for democratic reforms in Egypt.
- 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_69ca836168108190bb43d3dc235c1f55 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5f7441e8819081ea0ae7bc2afde7 |
completed | March 31, 2026, 11:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf51fded4c81909725807e4855c4a2 |
completed | April 3, 2026, 5:37 a.m. |
Created at: March 30, 2026, 6:42 p.m.