Triple

T1706850
Position Surface form Disambiguated ID Type / Status
Subject Rif War E36889 entity
Predicate belligerent P375 FINISHED
Object Rifian forces
Rifian forces were the Berber-led tribal fighters from the Rif region of northern Morocco who resisted Spanish and later French colonial rule during the early 20th-century Rif War.
E192329 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: Rifian forces | Statement: [Rif War, belligerent, Rifian forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rifian forces
Context triple: [Rif War, belligerent, Rifian forces]
  • A. Sa'ka Forces
    Sa'ka Forces are Egypt’s elite special operations troops known for high-risk commando, counterterrorism, and unconventional warfare missions.
  • B. National Armed Forces
    The National Armed Forces were a Polish underground military organization during World War II that fought against both Nazi German and Soviet occupation.
  • C. United Defense Force
    The United Defense Force is a futuristic multinational military organization formed to combat an alien invasion in the science fiction film "Edge of Tomorrow."
  • D. Imperial Army
    The Imperial Army was the principal land force of the Habsburg Monarchy and later the Holy Roman Empire, playing a central role in European conflicts from the early modern period onward.
  • E. Army of the Orient
    The Army of the Orient was Napoleon Bonaparte’s French expeditionary force sent to conquer Egypt and the Eastern Mediterranean during the late 1790s.
  • 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: Rifian forces
Triple: [Rif War, belligerent, Rifian forces]
Generated description
Rifian forces were the Berber-led tribal fighters from the Rif region of northern Morocco who resisted Spanish and later French colonial rule during the early 20th-century Rif War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rifian forces
Target entity description: Rifian forces were the Berber-led tribal fighters from the Rif region of northern Morocco who resisted Spanish and later French colonial rule during the early 20th-century Rif War.
  • A. Sa'ka Forces
    Sa'ka Forces are Egypt’s elite special operations troops known for high-risk commando, counterterrorism, and unconventional warfare missions.
  • B. National Armed Forces
    The National Armed Forces were a Polish underground military organization during World War II that fought against both Nazi German and Soviet occupation.
  • C. United Defense Force
    The United Defense Force is a futuristic multinational military organization formed to combat an alien invasion in the science fiction film "Edge of Tomorrow."
  • D. Imperial Army
    The Imperial Army was the principal land force of the Habsburg Monarchy and later the Holy Roman Empire, playing a central role in European conflicts from the early modern period onward.
  • E. Army of the Orient
    The Army of the Orient was Napoleon Bonaparte’s French expeditionary force sent to conquer Egypt and the Eastern Mediterranean during the late 1790s.
  • 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_69a88617439c819094ffb5d16a0f6307 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa62f52ea48190a176eb499f946301 completed March 6, 2026, 5:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8ad849648190b2bb0e2a50cd6c75 completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad957778a0819080f7fee35f5d8ed5 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97aa308c81909f245a2133fc471b completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:30 p.m.