Triple
T7873055
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gaza–Israel conflict (post-2005 phase) |
E182784
|
entity |
| Predicate | hasMajorEvent |
P2955
|
FINISHED |
| Object |
2018–2019 Gaza border protests
The 2018–2019 Gaza border protests were a series of large-scale Palestinian demonstrations along the Gaza–Israel border demanding the right of return for refugees and an end to the blockade, which resulted in significant casualties and international controversy over Israel’s use of force.
|
E697819
|
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: 2018–2019 Gaza border protests | Statement: [Gaza–Israel conflict (post-2005 phase), hasMajorEvent, 2018–2019 Gaza border protests]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2018–2019 Gaza border protests Context triple: [Gaza–Israel conflict (post-2005 phase), hasMajorEvent, 2018–2019 Gaza border protests]
-
A.
2021 Israel–Palestine crisis
The 2021 Israel–Palestine crisis was an intense eleven-day escalation of violence marked by heavy rocket fire from Gaza and extensive Israeli airstrikes, resulting in significant civilian casualties and widespread destruction, particularly in the Gaza Strip.
-
B.
Independence Intifada
Independence Intifada is an alternative name for the Cedar Revolution, the 2005 wave of popular protests in Lebanon that demanded the end of Syrian military and political influence in the country.
-
C.
Siege of Burj el-Barajneh refugee camp
The Siege of Burj el-Barajneh refugee camp was a prolonged and brutal blockade and assault on a Palestinian refugee camp in Beirut during the Lebanese Civil War, marked by intense factional fighting and severe humanitarian suffering.
-
D.
Stone Intifada
The Stone Intifada is a term commonly used to describe the largely youth-led Palestinian uprising that began in 1987, characterized by widespread civil disobedience and stone-throwing against Israeli forces in the occupied territories.
-
E.
2013 Rafah attacks
The 2013 Rafah attacks were a series of militant assaults in Egypt’s Rafah area, near the Gaza border, that targeted security forces amid the broader Sinai insurgency.
- 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: 2018–2019 Gaza border protests Triple: [Gaza–Israel conflict (post-2005 phase), hasMajorEvent, 2018–2019 Gaza border protests]
Generated description
The 2018–2019 Gaza border protests were a series of large-scale Palestinian demonstrations along the Gaza–Israel border demanding the right of return for refugees and an end to the blockade, which resulted in significant casualties and international controversy over Israel’s use of force.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 2018–2019 Gaza border protests Target entity description: The 2018–2019 Gaza border protests were a series of large-scale Palestinian demonstrations along the Gaza–Israel border demanding the right of return for refugees and an end to the blockade, which resulted in significant casualties and international controversy over Israel’s use of force.
-
A.
2021 Israel–Palestine crisis
The 2021 Israel–Palestine crisis was an intense eleven-day escalation of violence marked by heavy rocket fire from Gaza and extensive Israeli airstrikes, resulting in significant civilian casualties and widespread destruction, particularly in the Gaza Strip.
-
B.
Independence Intifada
Independence Intifada is an alternative name for the Cedar Revolution, the 2005 wave of popular protests in Lebanon that demanded the end of Syrian military and political influence in the country.
-
C.
Siege of Burj el-Barajneh refugee camp
The Siege of Burj el-Barajneh refugee camp was a prolonged and brutal blockade and assault on a Palestinian refugee camp in Beirut during the Lebanese Civil War, marked by intense factional fighting and severe humanitarian suffering.
-
D.
Stone Intifada
The Stone Intifada is a term commonly used to describe the largely youth-led Palestinian uprising that began in 1987, characterized by widespread civil disobedience and stone-throwing against Israeli forces in the occupied territories.
-
E.
2013 Rafah attacks
The 2013 Rafah attacks were a series of militant assaults in Egypt’s Rafah area, near the Gaza border, that targeted security forces amid the broader Sinai insurgency.
- 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_69ca828a17248190b46defe758bc5ad3 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb39a6d93881908d68386e49bea1e3 |
completed | March 31, 2026, 3:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5b72cec08190ac8ea1d9676b68ce |
completed | March 31, 2026, 5:28 a.m. |
| NEDg | Description generation | batch_69cb5f1daac88190a162132bbd40fdc6 |
completed | March 31, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb768ac1a48190bc6a59a64adf7144 |
completed | March 31, 2026, 7:23 a.m. |
Created at: March 30, 2026, 4:56 p.m.