Triple

T20737790
Position Surface form Disambiguated ID Type / Status
Subject Operation Karbala-4 E509756 entity
Predicate partOf P40 FINISHED
Object Karbala operations series
The Karbala operations series was a sequence of major Iranian military offensives during the Iran–Iraq War, aimed at breaking Iraqi defenses and influencing the course of the conflict.
E119932 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: Karbala operations series | Statement: [Operation Karbala-4, partOf, Karbala operations series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Karbala operations series
Context triple: [Operation Karbala-4, partOf, Karbala operations series]
  • A. Operation Karbala-5
    Operation Karbala-5 was a major Iranian offensive in early 1987 aimed at capturing the strategic Iraqi city of Basra during the Iran–Iraq War.
  • B. Battle of Karbala (2003)
    The Battle of Karbala (2003) was a key engagement during the U.S.-led invasion of Iraq in which coalition forces fought to secure the Shi'a holy city of Karbala from Iraqi military and paramilitary resistance.
  • C. Operation Karbala-4
    Operation Karbala-4 was a major Iranian offensive during the Iran–Iraq War, launched in late 1986 with the aim of capturing Basra but ending in heavy Iranian casualties and limited gains.
  • D. Basra campaigns of the Iran–Iraq War
    The Basra campaigns of the Iran–Iraq War were a series of major offensives and battles around the strategic southern Iraqi city of Basra, where Iran sought to break Iraqi defenses and potentially force a decisive end to the conflict.
  • E. Aisha’s march to Basra
    Aisha’s march to Basra was a pivotal early Islamic military and political campaign led by the Prophet Muhammad’s widow Aisha against Caliph Ali’s rule, culminating in the Battle of the Camel during the First Fitna.
  • 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: Karbala operations series
Triple: [Operation Karbala-4, partOf, Karbala operations series]
Generated description
The Karbala operations series was a sequence of major Iranian military offensives during the Iran–Iraq War, aimed at breaking Iraqi defenses and influencing the course of the conflict.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Karbala operations series
Target entity description: The Karbala operations series was a sequence of major Iranian military offensives during the Iran–Iraq War, aimed at breaking Iraqi defenses and influencing the course of the conflict.
  • A. Operation Karbala-5 chosen
    Operation Karbala-5 was a major Iranian offensive in early 1987 aimed at capturing the strategic Iraqi city of Basra during the Iran–Iraq War.
  • B. Battle of Karbala (2003)
    The Battle of Karbala (2003) was a key engagement during the U.S.-led invasion of Iraq in which coalition forces fought to secure the Shi'a holy city of Karbala from Iraqi military and paramilitary resistance.
  • C. Operation Karbala-4
    Operation Karbala-4 was a major Iranian offensive during the Iran–Iraq War, launched in late 1986 with the aim of capturing Basra but ending in heavy Iranian casualties and limited gains.
  • D. Basra campaigns of the Iran–Iraq War
    The Basra campaigns of the Iran–Iraq War were a series of major offensives and battles around the strategic southern Iraqi city of Basra, where Iran sought to break Iraqi defenses and potentially force a decisive end to the conflict.
  • E. Aisha’s march to Basra
    Aisha’s march to Basra was a pivotal early Islamic military and political campaign led by the Prophet Muhammad’s widow Aisha against Caliph Ali’s rule, culminating in the Battle of the Camel during the First Fitna.
  • F. None of above.

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_69e0b4c589c08190834fb5d86d0efa2b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c20ac6e881908524be890be699e7 completed April 21, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e83a28548190b87010bfde6626eb completed May 16, 2026, 9:57 p.m.
NEDg Description generation batch_6a08e8df60c88190803590abd75b3e43 completed May 16, 2026, 9:59 p.m.
NED2 Entity disambiguation (via description) batch_6a08e95f05088190b5934f067c5dd7b7 completed May 16, 2026, 10:02 p.m.
Created at: April 16, 2026, 12:32 p.m.