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.