Triple
T1196064
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tahrir Square |
E25669
|
entity |
| Predicate | significantEvent |
P259
|
FINISHED |
| Object |
1977 Egyptian Bread Riots
The 1977 Egyptian Bread Riots were a massive wave of popular protests and unrest across Egypt triggered by the government's attempt to cut food subsidies under an IMF-backed austerity program.
|
E135909
|
NE FINISHED |
How this triple was built (4 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: 1977 Egyptian Bread Riots | Statement: [Tahrir Square, significantEvent, 1977 Egyptian Bread Riots]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 1977 Egyptian Bread Riots Context triple: [Tahrir Square, significantEvent, 1977 Egyptian Bread Riots]
-
A.
April 6 Youth Movement
April 6 Youth Movement is an Egyptian activist group founded in 2008 that played a prominent role in organizing protests and mobilizing youth during the lead-up to and events of the 2011 Egyptian Revolution.
-
B.
1970 Polish protests
The 1970 Polish protests were a series of worker-led demonstrations and riots in communist Poland sparked by sudden price increases, which were violently suppressed and led to significant political changes in the country's leadership.
-
C.
Hunger strikes of 1981
The Hunger Strikes of 1981 were a pivotal protest by Irish republican prisoners in Northern Ireland, during which several died while refusing food to demand political status and which dramatically intensified international attention on the conflict.
-
D.
Salt Riot
The Salt Riot was a major 1648 uprising in Moscow sparked by unpopular salt taxes and broader discontent with corruption and hardship during the early reign of Tsar Alexis of Russia.
-
E.
January 25 Uprising
The January 25 Uprising was a mass popular revolt in Egypt in early 2011 that led to the ousting of President Hosni Mubarak and became a key event of the Arab Spring.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: 1977 Egyptian Bread Riots Triple: [Tahrir Square, significantEvent, 1977 Egyptian Bread Riots]
Generated description
The 1977 Egyptian Bread Riots were a massive wave of popular protests and unrest across Egypt triggered by the government's attempt to cut food subsidies under an IMF-backed austerity program.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 1977 Egyptian Bread Riots Target entity description: The 1977 Egyptian Bread Riots were a massive wave of popular protests and unrest across Egypt triggered by the government's attempt to cut food subsidies under an IMF-backed austerity program.
-
A.
April 6 Youth Movement
April 6 Youth Movement is an Egyptian activist group founded in 2008 that played a prominent role in organizing protests and mobilizing youth during the lead-up to and events of the 2011 Egyptian Revolution.
-
B.
1970 Polish protests
The 1970 Polish protests were a series of worker-led demonstrations and riots in communist Poland sparked by sudden price increases, which were violently suppressed and led to significant political changes in the country's leadership.
-
C.
Hunger strikes of 1981
The Hunger Strikes of 1981 were a pivotal protest by Irish republican prisoners in Northern Ireland, during which several died while refusing food to demand political status and which dramatically intensified international attention on the conflict.
-
D.
Salt Riot
The Salt Riot was a major 1648 uprising in Moscow sparked by unpopular salt taxes and broader discontent with corruption and hardship during the early reign of Tsar Alexis of Russia.
-
E.
January 25 Uprising
The January 25 Uprising was a mass popular revolt in Egypt in early 2011 that led to the ousting of President Hosni Mubarak and became a key event of the Arab Spring.
- F. None of above. chosen
Provenance (5 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_69a49429f5ec8190a6a205eb0ae81e5e |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bd7a756c819085d695acfffeaceb |
completed | March 1, 2026, 10:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac7650de3c8190b2c246436a3d25b1 |
completed | March 7, 2026, 7:02 p.m. |
| NEDg | Description generation | batch_69ac76e2df308190807cc6b7d7555e69 |
completed | March 7, 2026, 7:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac775a43d881908f12026a38fba2c8 |
completed | March 7, 2026, 7:07 p.m. |
Created at: March 1, 2026, 7:46 p.m.