Triple

T13847767
Position Surface form Disambiguated ID Type / Status
Subject Tal Afar E332852 entity
Predicate notableMilitaryOperation P72293 FINISHED
Object Battle of Tal Afar (2005)
The Battle of Tal Afar (2005) was a major U.S.-Iraqi military offensive during the Iraq War aimed at clearing insurgent forces from the strategic northern city of Tal Afar.
E1065715 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 Tal Afar (2005) | Statement: [Tal Afar, notableMilitaryOperation, Battle of Tal Afar (2005)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Tal Afar (2005)
Context triple: [Tal Afar, notableMilitaryOperation, Battle of Tal Afar (2005)]
  • A. Battle of Tal Afar (2017)
    The Battle of Tal Afar (2017) was an Iraqi-led offensive, supported by coalition forces, to recapture the strategic city of Tal Afar from the Islamic State shortly after the liberation of Mosul.
  • B. Battle of Ramadi (2004)
    The Battle of Ramadi (2004) was a major and intense engagement during the Iraq War in which U.S. forces, particularly Marines, fought insurgents for control of the key city of Ramadi in Anbar Province.
  • C. Battle of Baghdad (2006–2008)
    The Battle of Baghdad (2006–2008) was a major phase of the Iraq War marked by intense sectarian violence, insurgency, and U.S.-Iraqi security operations aimed at stabilizing the Iraqi capital.
  • D. 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.
  • E. Battle of Ramadi (2006–2007)
    The Battle of Ramadi (2006–2007) was a major U.S.-led and Iraqi security forces offensive against entrenched al-Qaeda insurgents in the Iraqi city of Ramadi, which became a turning point in securing Anbar Province during the Iraq War.
  • 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 Tal Afar (2005)
Triple: [Tal Afar, notableMilitaryOperation, Battle of Tal Afar (2005)]
Generated description
The Battle of Tal Afar (2005) was a major U.S.-Iraqi military offensive during the Iraq War aimed at clearing insurgent forces from the strategic northern city of Tal Afar.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Tal Afar (2005)
Target entity description: The Battle of Tal Afar (2005) was a major U.S.-Iraqi military offensive during the Iraq War aimed at clearing insurgent forces from the strategic northern city of Tal Afar.
  • A. Battle of Tal Afar (2017)
    The Battle of Tal Afar (2017) was an Iraqi-led offensive, supported by coalition forces, to recapture the strategic city of Tal Afar from the Islamic State shortly after the liberation of Mosul.
  • B. Battle of Ramadi (2004)
    The Battle of Ramadi (2004) was a major and intense engagement during the Iraq War in which U.S. forces, particularly Marines, fought insurgents for control of the key city of Ramadi in Anbar Province.
  • C. Battle of Baghdad (2006–2008)
    The Battle of Baghdad (2006–2008) was a major phase of the Iraq War marked by intense sectarian violence, insurgency, and U.S.-Iraqi security operations aimed at stabilizing the Iraqi capital.
  • D. 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.
  • E. Battle of Ramadi (2006–2007)
    The Battle of Ramadi (2006–2007) was a major U.S.-led and Iraqi security forces offensive against entrenched al-Qaeda insurgents in the Iraqi city of Ramadi, which became a turning point in securing Anbar Province during the Iraq War.
  • 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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02b2a9788190b164760adec64ef6 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c0f189008190bb9afeef42564a33 completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c23410dc8190972245cecfa85871 completed May 3, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_69f7c3031a0c8190ad30d59fe1f2322e completed May 3, 2026, 9:49 p.m.
Created at: April 9, 2026, 10:14 p.m.