Triple

T5982448
Position Surface form Disambiguated ID Type / Status
Subject Battle of Najaf (2003) E133149 entity
Predicate followedBy P78 FINISHED
Object 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.
E559510 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: Battle of Karbala (2003) | Statement: [Battle of Najaf (2003), followedBy, Battle of Karbala (2003)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Karbala (2003)
Context triple: [Battle of Najaf (2003), followedBy, Battle of Karbala (2003)]
  • A. Battle for Basra (2003)
    The Battle for Basra (2003) was a key engagement during the Iraq War in which British-led coalition forces captured Iraq’s second-largest city from Saddam Hussein’s regime in the opening phase of the invasion.
  • B. 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.
  • C. 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.
  • D. 2007 Battle of Basra
    The 2007 Battle of Basra was a major confrontation in the Iraq War in which Iraqi government forces, backed by coalition support, fought Shiite militias for control of the strategic southern city of Basra.
  • E. Battle of Najaf (2003)
    The Battle of Najaf (2003) was an early and strategically important engagement during the U.S.-led invasion of Iraq, in which coalition forces fought to secure the Shiite holy city of Najaf on the way to Baghdad.
  • 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: Battle of Karbala (2003)
Triple: [Battle of Najaf (2003), followedBy, Battle of Karbala (2003)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Karbala (2003)
Target entity description: 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.
  • A. Battle for Basra (2003)
    The Battle for Basra (2003) was a key engagement during the Iraq War in which British-led coalition forces captured Iraq’s second-largest city from Saddam Hussein’s regime in the opening phase of the invasion.
  • B. 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.
  • C. 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.
  • D. 2007 Battle of Basra
    The 2007 Battle of Basra was a major confrontation in the Iraq War in which Iraqi government forces, backed by coalition support, fought Shiite militias for control of the strategic southern city of Basra.
  • E. Battle of Najaf (2003)
    The Battle of Najaf (2003) was an early and strategically important engagement during the U.S.-led invasion of Iraq, in which coalition forces fought to secure the Shiite holy city of Najaf on the way to Baghdad.
  • 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_69c0086f45e8819098f73dd16d45ec9d completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04a6a9f2c8190b900cd7e3ab9fe42 completed March 22, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e42174a88190b8b40cbc7815911f completed March 23, 2026, 6:56 a.m.
NEDg Description generation batch_69c0f602b79881909a6d971972f760b1 completed March 23, 2026, 8:12 a.m.
NED2 Entity disambiguation (via description) batch_69c0f6a75b908190b35d13b9593cf21f completed March 23, 2026, 8:15 a.m.
Created at: March 22, 2026, 4:04 p.m.