Triple
T1248299
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martyrs’ Square |
E26816
|
entity |
| Predicate | hostedEvent |
P613
|
FINISHED |
| Object | October 2019 Lebanese protests |
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: October 2019 Lebanese protests | Statement: [Martyrs’ Square, hostedEvent, October 2019 Lebanese protests]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: October 2019 Lebanese protests Context triple: [Martyrs’ Square, hostedEvent, October 2019 Lebanese protests]
-
A.
Beirut port explosion of 4 August 2020
The Beirut port explosion of 4 August 2020 was a massive blast caused by improperly stored ammonium nitrate that devastated large parts of Lebanon’s capital, killed over 200 people, injured thousands, and triggered a severe political and economic crisis.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
2011 Chilean student protests
The 2011 Chilean student protests were a massive nationwide movement led largely by university and secondary students demanding comprehensive education reform, including free, high-quality public education and an end to profit in the education system.
- 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_69a49487a9c48190ba9b05348fd1b53f |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4bf827e088190a16d845cea14f2c9 |
completed | March 1, 2026, 10:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac8f7f59148190a9f1cbd4af8a115e |
completed | March 7, 2026, 8:50 p.m. |
Created at: March 1, 2026, 7:47 p.m.