Triple

T5182381
Position Surface form Disambiguated ID Type / Status
Subject Battle of Raqqa E116950 entity
Predicate belligerentCommanders P42241 FINISHED
Object Abu Khawla (SDF field commander)
Abu Khawla is a senior field commander in the Syrian Democratic Forces known for leading SDF operations during the campaign to capture Raqqa from ISIS.
E499978 NE FINISHED

How this triple was built (5 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: Abu Khawla (SDF field commander) | Statement: [Battle of Raqqa, belligerentCommanders, Abu Khawla (SDF field commander)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abu Khawla (SDF field commander)
Context triple: [Battle of Raqqa, belligerentCommanders, Abu Khawla (SDF field commander)]
  • A. Abu Ubayda
    Abu Ubayda was an early Arab philologist and scholar of language and poetry, renowned for his contributions to classical Arabic grammar and literary criticism.
  • B. Abu Arish
    Abu Arish is a city in southwestern Saudi Arabia located in the Jazan Region near the Red Sea coast.
  • C. Abu Umayya ibn al-Mughira
    Abu Umayya ibn al-Mughira was a prominent Meccan noble of the Quraysh tribe and the father of Umm Salama, one of the Prophet Muhammad’s wives.
  • D. al-Harith ibn Abi Dirar
    Al-Harith ibn Abi Dirar was a chief of the Banu Mustaliq tribe in 7th-century Arabia and the father of Juwayriya bint al-Harith, a wife of the Prophet Muhammad.
  • E. al-Harith ibn Hazn
    Al-Harith ibn Hazn was a companion of the Prophet Muhammad and a notable Meccan elder best known as the father of Maymunah bint al-Harith, one of the Prophet’s wives.
  • 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: Abu Khawla (SDF field commander)
Triple: [Battle of Raqqa, belligerentCommanders, Abu Khawla (SDF field commander)]
Generated description
Abu Khawla is a senior field commander in the Syrian Democratic Forces known for leading SDF operations during the campaign to capture Raqqa from ISIS.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Abu Khawla (SDF field commander)
Target entity description: Abu Khawla is a senior field commander in the Syrian Democratic Forces known for leading SDF operations during the campaign to capture Raqqa from ISIS.
  • A. Abu Ubayda
    Abu Ubayda was an early Arab philologist and scholar of language and poetry, renowned for his contributions to classical Arabic grammar and literary criticism.
  • B. Abu Arish
    Abu Arish is a city in southwestern Saudi Arabia located in the Jazan Region near the Red Sea coast.
  • C. Abu Umayya ibn al-Mughira
    Abu Umayya ibn al-Mughira was a prominent Meccan noble of the Quraysh tribe and the father of Umm Salama, one of the Prophet Muhammad’s wives.
  • D. al-Harith ibn Abi Dirar
    Al-Harith ibn Abi Dirar was a chief of the Banu Mustaliq tribe in 7th-century Arabia and the father of Juwayriya bint al-Harith, a wife of the Prophet Muhammad.
  • E. al-Harith ibn Hazn
    Al-Harith ibn Hazn was a companion of the Prophet Muhammad and a notable Meccan elder best known as the father of Maymunah bint al-Harith, one of the Prophet’s wives.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: belligerentCommanders
Context triple: [Battle of Raqqa, belligerentCommanders, Abu Khawla (SDF field commander)]
  • A. commandersSide
    Indicates that one entity is on the same side, faction, or team as the commander in a conflict or competitive context.
  • B. belligerentLeader
    Indicates that an entity serves as a leader or authority figure of a party engaged in a conflict, war, or hostile confrontation.
  • C. commandersInvolved chosen
    Indicates that specific commanders participated in, oversaw, or were directly involved in a particular event, operation, or engagement.
  • D. opposingCommander
    Indicates that one entity serves as the commanding officer of a force that is in opposition or conflict with the force commanded by another entity.
  • E. combatant2Commander
    Indicates that a combatant serves under the authority or command of a specific commander.
  • F. None of above.

Provenance (6 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_69bd446140f08190becb93c61158f27f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd799d50388190bf2b7dfdd90949e9 completed March 20, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed95b2900819082b534e27484171e completed March 21, 2026, 5:46 p.m.
NEDg Description generation batch_69bedb18aed481908f75994eff2468f7 completed March 21, 2026, 5:53 p.m.
NED2 Entity disambiguation (via description) batch_69bedb729f2c819092a0b7195809538f completed March 21, 2026, 5:54 p.m.
PD Predicate disambiguation batch_69bd77b7e8b4819092ec3965e11f2dea completed March 20, 2026, 4:37 p.m.
Created at: March 20, 2026, 1:46 p.m.