Triple
T2084947
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hard Choices |
E45327
|
entity |
| Predicate | topic |
P261
|
FINISHED |
| Object | Arab Spring |
E3286
|
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 | Statement: [Hard Choices, topic, Arab Spring]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arab Spring Context triple: [Hard Choices, topic, Arab Spring]
-
A.
Arab Spring
chosen
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.
-
B.
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.
-
C.
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.
-
D.
Yemeni Revolution of 2011
The Yemeni Revolution of 2011 was a mass uprising against President Ali Abdullah Saleh’s decades-long rule, demanding political reform, an end to corruption, and greater freedoms as part of the wider wave of Arab Spring protests.
-
E.
Bahraini uprising of 2011
The Bahraini uprising of 2011 was a major pro-democracy protest movement, largely led by the Shi'a majority against the Sunni-led monarchy, that called for political reform, greater civil rights, and an end to systemic discrimination.
- 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_69a8891869c88190a02643e3bb746f59 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abba53d4488190a7d9eabcb6904e8e |
completed | March 7, 2026, 5:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae273f8e3481908c45f1686072a95d |
completed | March 9, 2026, 1:49 a.m. |
Created at: March 4, 2026, 7:41 p.m.