Triple

T2144401
Position Surface form Disambiguated ID Type / Status
Subject Khalifa Haftar E47030 entity
Predicate commanded P2333 FINISHED
Object Operation Dignity
Operation Dignity was a major 2014 Libyan military campaign led by forces loyal to Khalifa Haftar aimed at defeating Islamist militias and asserting control over eastern Libya, particularly Benghazi.
E236946 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 Dignity | Statement: [Khalifa Haftar, commanded, Operation Dignity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operation Dignity
Context triple: [Khalifa Haftar, commanded, Operation Dignity]
  • A. Operation Hiram
    Operation Hiram was a major Israeli military offensive in late 1948 that rapidly captured the Upper Galilee from Arab forces during the closing stages of the 1948 Arab–Israeli War.
  • B. Operation Ring
    Operation Ring was a 1991 Soviet and Azerbaijani military operation that forcibly deported and terrorized Armenian civilians from villages in the Nagorno-Karabakh region.
  • C. Operation Z
    Operation Z was the Imperial Japanese Navy’s codename for the 1941 carrier-based attack plan on Pearl Harbor that launched Japan into war with the United States in World War II.
  • D. Operation Koltso
    Operation Koltso was the final Soviet offensive in early 1943 that encircled and destroyed the remaining German 6th Army at Stalingrad, effectively ending the battle.
  • E. Operation New Dawn
    Operation New Dawn was the U.S. military phase marking the formal end of combat operations and transition to stability and advisory missions in Iraq beginning in 2010.
  • 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 Dignity
Triple: [Khalifa Haftar, commanded, Operation Dignity]
Generated description
Operation Dignity was a major 2014 Libyan military campaign led by forces loyal to Khalifa Haftar aimed at defeating Islamist militias and asserting control over eastern Libya, particularly Benghazi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operation Dignity
Target entity description: Operation Dignity was a major 2014 Libyan military campaign led by forces loyal to Khalifa Haftar aimed at defeating Islamist militias and asserting control over eastern Libya, particularly Benghazi.
  • A. Operation Hiram
    Operation Hiram was a major Israeli military offensive in late 1948 that rapidly captured the Upper Galilee from Arab forces during the closing stages of the 1948 Arab–Israeli War.
  • B. Operation Ring
    Operation Ring was a 1991 Soviet and Azerbaijani military operation that forcibly deported and terrorized Armenian civilians from villages in the Nagorno-Karabakh region.
  • C. Operation Z
    Operation Z was the Imperial Japanese Navy’s codename for the 1941 carrier-based attack plan on Pearl Harbor that launched Japan into war with the United States in World War II.
  • D. Operation Koltso
    Operation Koltso was the final Soviet offensive in early 1943 that encircled and destroyed the remaining German 6th Army at Stalingrad, effectively ending the battle.
  • E. Operation New Dawn
    Operation New Dawn was the U.S. military phase marking the formal end of combat operations and transition to stability and advisory missions in Iraq beginning in 2010.
  • 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_69a88a1933e0819094f18426ed74180f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe223f848190a60bd0f15aed1021 completed March 7, 2026, 5:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae51b8152c81908c66d389bf14dc7e completed March 9, 2026, 4:51 a.m.
NEDg Description generation batch_69ae522f0394819087a7e7d9c6ca354c completed March 9, 2026, 4:53 a.m.
NED2 Entity disambiguation (via description) batch_69ae5316acf881908dde9d83c36c8fd0 completed March 9, 2026, 4:56 a.m.
Created at: March 4, 2026, 7:44 p.m.