Triple
T8370665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Abdul Hafiz Ghoga |
E197443
|
entity |
| Predicate | activeInPeriod |
P302
|
FINISHED |
| Object | 2011 Libyan revolution |
E6456
|
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: 2011 Libyan revolution | Statement: [Abdul Hafiz Ghoga, activeInPeriod, 2011 Libyan revolution]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2011 Libyan revolution Context triple: [Abdul Hafiz Ghoga, activeInPeriod, 2011 Libyan revolution]
-
A.
Tunisian Revolution
The Tunisian Revolution was a wave of popular protests and civil resistance in Tunisia that overthrew President Zine El Abidine Ben Ali in 2011 and sparked broader uprisings across the Arab world.
-
B.
Egyptian Revolution of 2011
The Egyptian Revolution of 2011 was a mass popular uprising that toppled President Hosni Mubarak’s three-decade rule and marked a pivotal moment in Egypt’s struggle for democracy and social justice.
-
C.
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.
-
D.
2011 Libyan Civil War
chosen
The 2011 Libyan Civil War was an armed conflict that led to the overthrow and death of longtime leader Muammar Gaddafi amid a broader wave of Arab Spring uprisings, involving both domestic rebel forces and international military intervention.
-
E.
Rose Revolution
The Rose Revolution was a peaceful protest movement in Georgia in 2003 that led to the resignation of President Eduard Shevardnadze and a transition to a more pro-Western government.
- 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_69ca82f56730819080cec5d991c76f4c |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb80a509dc81909e0ea4c66b21d84f |
completed | March 31, 2026, 8:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cde7d0a6d081909ffe138f80605992 |
completed | April 2, 2026, 3:51 a.m. |
Created at: March 30, 2026, 6:01 p.m.