Triple

T5184492
Position Surface form Disambiguated ID Type / Status
Subject Yemeni government security forces E116997 entity
Predicate hasPart P35 FINISHED
Object Central Security Forces
The Central Security Forces is a paramilitary law enforcement unit in Yemen responsible for internal security, riot control, and protecting key government facilities.
 E501124 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: Central Security Forces | Statement: [Yemeni government security forces, hasPart, Central Security Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Central Security Forces
Context triple: [Yemeni government security forces, hasPart, Central Security Forces]
  • A. Central Security Forces
    The Central Security Forces is a large Egyptian paramilitary police force responsible for riot control, internal security, and protecting key state facilities.
  • B. Central Armed Police Forces
    The Central Armed Police Forces are India’s paramilitary forces responsible for internal security, border protection, and assisting the armed forces in law and order and counterinsurgency operations.
  • C. CISF
    CISF is a central armed police force of India responsible for providing security to critical infrastructure, industrial units, and other vital installations across the country.
  • D. CRPF
    CRPF is India’s largest central armed police force, primarily responsible for internal security, counterinsurgency, and maintaining law and order across the country.
  • E. Central Reserve Police Force
    The Central Reserve Police Force is India’s largest central armed police force, primarily responsible for internal security, counterinsurgency, and maintaining law and order across the country.
  • 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: Central Security Forces
Triple: [Yemeni government security forces, hasPart, Central Security Forces]
Generated description
The Central Security Forces is a paramilitary law enforcement unit in Yemen responsible for internal security, riot control, and protecting key government facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Central Security Forces
Target entity description: The Central Security Forces is a paramilitary law enforcement unit in Yemen responsible for internal security, riot control, and protecting key government facilities.
  • A. Central Security Forces
    The Central Security Forces is a large Egyptian paramilitary police force responsible for riot control, internal security, and protecting key state facilities.
  • B. Central Armed Police Forces
    The Central Armed Police Forces are India’s paramilitary forces responsible for internal security, border protection, and assisting the armed forces in law and order and counterinsurgency operations.
  • C. CISF
    CISF is a central armed police force of India responsible for providing security to critical infrastructure, industrial units, and other vital installations across the country.
  • D. CRPF
    CRPF is India’s largest central armed police force, primarily responsible for internal security, counterinsurgency, and maintaining law and order across the country.
  • E. Central Reserve Police Force
    The Central Reserve Police Force is India’s largest central armed police force, primarily responsible for internal security, counterinsurgency, and maintaining law and order across the country.
  • 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_69bd44620ff48190bcac01782107a397 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79c1354c81908176703b4853c1a4 completed March 20, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee085177c8190afce36104b3e3809 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee5c7b528819097f2ab4945150dba completed March 21, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69bee64966f88190874edda00332e220 completed March 21, 2026, 6:41 p.m.
Created at: March 20, 2026, 1:46 p.m.