Triple

T2144380
Position Surface form Disambiguated ID Type / Status
Subject Khalifa Haftar E47030 entity
Predicate givenName P17 FINISHED
Object Khalifa
Khalifa is a masculine Arabic given name commonly used across the Middle East and North Africa, meaning "successor" or "steward."
 E236945 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: Khalifa | Statement: [Khalifa Haftar, givenName, Khalifa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Khalifa
Context triple: [Khalifa Haftar, givenName, Khalifa]
  • A. Fahd
    Fahd is a male given name of Arabic origin, notably borne by King Fahd of Saudi Arabia.
  • B. Khaldoon Al Mubarak
    Khaldoon Al Mubarak is an Emirati businessman and influential executive known for overseeing Manchester City’s rise to prominence under Abu Dhabi ownership.
  • C. Amr Khaled
    Amr Khaled is a prominent Egyptian Muslim televangelist and Islamic preacher known for his popular satellite TV programs and modern, motivational style of religious outreach.
  • D. Anas al-Abdah
    Anas al-Abdah is a Syrian opposition politician who has held senior leadership roles in exile-based bodies opposing Bashar al-Assad’s government during the Syrian Civil War.
  • E. Ramy al-Jamarat
    Ramy al-Jamarat is the Islamic ritual of symbolically stoning pillars representing the devil during the Hajj pilgrimage in Mina, near Mecca.
  • 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: Khalifa
Triple: [Khalifa Haftar, givenName, Khalifa]
Generated description
Khalifa is a masculine Arabic given name commonly used across the Middle East and North Africa, meaning "successor" or "steward."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Khalifa
Target entity description: Khalifa is a masculine Arabic given name commonly used across the Middle East and North Africa, meaning "successor" or "steward."
  • A. Fahd
    Fahd is a male given name of Arabic origin, notably borne by King Fahd of Saudi Arabia.
  • B. Khaldoon Al Mubarak
    Khaldoon Al Mubarak is an Emirati businessman and influential executive known for overseeing Manchester City’s rise to prominence under Abu Dhabi ownership.
  • C. Amr Khaled
    Amr Khaled is a prominent Egyptian Muslim televangelist and Islamic preacher known for his popular satellite TV programs and modern, motivational style of religious outreach.
  • D. Anas al-Abdah
    Anas al-Abdah is a Syrian opposition politician who has held senior leadership roles in exile-based bodies opposing Bashar al-Assad’s government during the Syrian Civil War.
  • E. Ramy al-Jamarat
    Ramy al-Jamarat is the Islamic ritual of symbolically stoning pillars representing the devil during the Hajj pilgrimage in Mina, near Mecca.
  • 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_69a88a1933e0819094f18426ed74180f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe223f848190a60bd0f15aed1021 completed March 7, 2026, 5:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae51b8152c81908c66d389bf14dc7e completed March 9, 2026, 4:51 a.m.
NEDg Description generation batch_69ae522f0394819087a7e7d9c6ca354c completed March 9, 2026, 4:53 a.m.
NED2 Entity disambiguation (via description) batch_69ae5316acf881908dde9d83c36c8fd0 completed March 9, 2026, 4:56 a.m.
Created at: March 4, 2026, 7:44 p.m.