Triple

T10496697
Position Surface form Disambiguated ID Type / Status
Subject North Waziristan Agency E247554 entity
Predicate militaryOperation P12 FINISHED
Object Operation Zarb-e-Azb
Operation Zarb-e-Azb was a major 2014 Pakistani military offensive aimed at eliminating militant groups and terrorist strongholds in the country’s northwestern tribal regions.
E867142 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: Operation Zarb-e-Azb | Statement: [North Waziristan Agency, militaryOperation, Operation Zarb-e-Azb]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operation Zarb-e-Azb
Context triple: [North Waziristan Agency, militaryOperation, Operation Zarb-e-Azb]
  • A. Panjsher offensives
    The Panjsher offensives were a series of major Soviet and Afghan government military campaigns in the Panjshir Valley aimed at crushing Ahmad Shah Massoud’s mujahideen resistance during the Soviet–Afghan War.
  • B. Operation Badr
    Operation Badr was Pakistan’s covert military plan to infiltrate and seize strategic positions in the Kargil sector of Kashmir in 1999, triggering the Kargil War with India.
  • C. Operation al-Fajr
    Operation al-Fajr was the U.S.-led November 2004 offensive to retake the Iraqi city of Fallujah from insurgent forces during the Iraq War.
  • D. 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.
  • E. 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.
  • 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: Operation Zarb-e-Azb
Triple: [North Waziristan Agency, militaryOperation, Operation Zarb-e-Azb]
Generated description
Operation Zarb-e-Azb was a major 2014 Pakistani military offensive aimed at eliminating militant groups and terrorist strongholds in the country’s northwestern tribal regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operation Zarb-e-Azb
Target entity description: Operation Zarb-e-Azb was a major 2014 Pakistani military offensive aimed at eliminating militant groups and terrorist strongholds in the country’s northwestern tribal regions.
  • A. Panjsher offensives
    The Panjsher offensives were a series of major Soviet and Afghan government military campaigns in the Panjshir Valley aimed at crushing Ahmad Shah Massoud’s mujahideen resistance during the Soviet–Afghan War.
  • B. Operation Badr
    Operation Badr was Pakistan’s covert military plan to infiltrate and seize strategic positions in the Kargil sector of Kashmir in 1999, triggering the Kargil War with India.
  • C. Operation al-Fajr
    Operation al-Fajr was the U.S.-led November 2004 offensive to retake the Iraqi city of Fallujah from insurgent forces during the Iraq War.
  • D. 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.
  • E. 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.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5098cd82c8190b44127a66c9c75ae completed April 7, 2026, 1:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dcbafe9481908fb23cfdf150adac completed April 10, 2026, 11:19 a.m.
NEDg Description generation batch_69d8e8c8e360819085376d4c4ea9712d completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901fecee88190999e88ca2e56a516 completed April 10, 2026, 1:58 p.m.
Created at: April 6, 2026, 12:24 p.m.