Triple

T23743996
Position Surface form Disambiguated ID Type / Status
Subject Popular Mobilization Forces E586761 entity
Predicate previousCommander P131791 FINISHED
Object Abu Mahdi al-Muhandis
Abu Mahdi al-Muhandis was an influential Iraqi militia leader and politician closely aligned with Iran, known for his key role in organizing Shiite paramilitary forces and for being killed alongside Iranian General Qasem Soleimani in a 2020 U.S. airstrike.
E1599297 NE FINISHED

How this triple was built (3 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 Mahdi al-Muhandis | Statement: [Popular Mobilization Forces, previousCommander, Abu Mahdi al-Muhandis]
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 Mahdi al-Muhandis
Triple: [Popular Mobilization Forces, previousCommander, Abu Mahdi al-Muhandis]
Generated description
Abu Mahdi al-Muhandis was an influential Iraqi militia leader and politician closely aligned with Iran, known for his key role in organizing Shiite paramilitary forces and for being killed alongside Iranian General Qasem Soleimani in a 2020 U.S. airstrike.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: previousCommander
Context triple: [Popular Mobilization Forces, previousCommander, Abu Mahdi al-Muhandis]
  • A. predecessorAsCommander chosen
    Indicates that one entity previously held the role of commander before another entity in the same command position.
  • B. predecessorAsCommanderOfArmyOfThePotomac
    Indicates that one person previously held the position of commander of the Army of the Potomac before another specified person.
  • C. commander
    Indicates that one entity holds authoritative military or organizational control over another entity or group.
  • D. predecessorAsChiefOfTheDefenceForce
    Indicates that one entity previously held the position of Chief of the Defence Force immediately before the other entity.
  • E. formerCommand
    Indicates that one entity previously held command or leadership authority over another entity but no longer does.
  • 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_69e24908efb08190bf755c3a9b91f222 completed April 17, 2026, 2:51 p.m.
NER Named-entity recognition batch_69f1bcbbcf988190b56d74af4b126bd8 completed April 29, 2026, 8:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0f53cd53bc819083234646e30707f5 completed May 21, 2026, 6:49 p.m.
NEDg Description generation batch_6a0f5558f50c8190a268fbcde798512e completed May 21, 2026, 6:56 p.m.
NED2 Entity disambiguation (via description) batch_6a0f56691aa08190b46a9ad2c3dce1d0 completed May 21, 2026, 7 p.m.
PD Predicate disambiguation batch_69f155f012808190a4b1cbc155558ade completed April 29, 2026, 12:50 a.m.
Created at: April 17, 2026, 7:12 p.m.