Triple

T161125
Position Surface form Disambiguated ID Type / Status
Subject Arab Spring E3286 entity
Predicate followedBy P78 FINISHED
Object Arab Winter
Arab Winter refers to the period of renewed authoritarianism, civil conflict, and instability that followed the initial hopes and uprisings of the Arab Spring across several Middle Eastern and North African countries.
E19871 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: Arab Winter | Statement: [Arab Spring, followedBy, Arab Winter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arab Winter
Context triple: [Arab Spring, followedBy, Arab Winter]
  • A. Arab Spring
    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. Flight into Egypt
    The Flight into Egypt is a biblical event in which Joseph, Mary, and the infant Jesus flee to Egypt to escape King Herod’s massacre, a scene frequently depicted in Christian art and tradition.
  • C. Ten Days of Repentance
    Ten Days of Repentance is the Jewish High Holy Days period between Rosh Hashanah and Yom Kippur devoted to introspection, seeking forgiveness, and spiritual renewal.
  • D. Red Terror
    The Red Terror was a brutal campaign of mass arrests, executions, and political repression carried out by the Bolshevik regime and its secret police (the Cheka) during the early years of Soviet power.
  • E. Desert Fox
    Desert Fox is the famous wartime nickname of German Field Marshal Erwin Rommel, renowned for his tactical brilliance in North Africa during World War II.
  • 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: Arab Winter
Triple: [Arab Spring, followedBy, Arab Winter]
Generated description
Arab Winter refers to the period of renewed authoritarianism, civil conflict, and instability that followed the initial hopes and uprisings of the Arab Spring across several Middle Eastern and North African countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arab Winter
Target entity description: Arab Winter refers to the period of renewed authoritarianism, civil conflict, and instability that followed the initial hopes and uprisings of the Arab Spring across several Middle Eastern and North African countries.
  • A. Arab Spring
    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. Flight into Egypt
    The Flight into Egypt is a biblical event in which Joseph, Mary, and the infant Jesus flee to Egypt to escape King Herod’s massacre, a scene frequently depicted in Christian art and tradition.
  • C. Ten Days of Repentance
    Ten Days of Repentance is the Jewish High Holy Days period between Rosh Hashanah and Yom Kippur devoted to introspection, seeking forgiveness, and spiritual renewal.
  • D. Red Terror
    The Red Terror was a brutal campaign of mass arrests, executions, and political repression carried out by the Bolshevik regime and its secret police (the Cheka) during the early years of Soviet power.
  • E. Desert Fox
    Desert Fox is the famous wartime nickname of German Field Marshal Erwin Rommel, renowned for his tactical brilliance in North Africa during World War II.
  • 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_69a2527757ec819090b8becb2cf1a862 completed Feb. 28, 2026, 2:27 a.m.
NER Named-entity recognition batch_69a25856d934819095460b2ea566eb6b completed Feb. 28, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2d4cbaedc81908aa7cf4df2661ccc completed Feb. 28, 2026, 11:43 a.m.
NEDg Description generation batch_69a2d5c4532081909855cb9fd5395624 completed Feb. 28, 2026, 11:47 a.m.
NED2 Entity disambiguation (via description) batch_69a2d63a6bc481908d6d3bd0f7e05ada completed Feb. 28, 2026, 11:49 a.m.
Created at: Feb. 28, 2026, 2:31 a.m.