Triple

T127429
Position Surface form Disambiguated ID Type / Status
Subject Free French Forces E2579 entity
Predicate participatedIn P149 FINISHED
Object Battle of Bir Hakeim
The Battle of Bir Hakeim was a pivotal 1942 North African engagement in which Free French forces held off Axis troops in the Libyan desert, significantly delaying the advance toward Egypt.
E26170 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 Bir Hakeim | Statement: [Free French Forces, participatedIn, Battle of Bir Hakeim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Bir Hakeim
Context triple: [Free French Forces, participatedIn, Battle of Bir Hakeim]
  • A. Battle of Gazala
    The Battle of Gazala was a major World War II confrontation in 1942 near Tobruk in Libya, where Erwin Rommel’s Afrika Korps defeated British-led forces and paved the way for the fall of Tobruk.
  • B. Battle of El Alamein
    The Battle of El Alamein was a pivotal 1942 North African campaign clash between Allied and Axis forces that marked a major turning point in World War II by halting the German advance toward Egypt and the Suez Canal.
  • C. Battle of Kasserine Pass
    The Battle of Kasserine Pass was a major World War II engagement in Tunisia in early 1943, marking the first large-scale clash between American and German forces in North Africa and exposing critical weaknesses in inexperienced U.S. troops and command.
  • D. El Alamein
    El Alamein is a coastal town in northern Egypt best known as the site of pivotal World War II battles between Allied and Axis forces in North Africa.
  • E. Siege of Tobruk
    The Siege of Tobruk was a prolonged World War II battle in Libya where Allied forces, notably Australian troops, held the strategic port of Tobruk against Axis forces in 1941, becoming a symbol of resistance in the North African campaign.
  • 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 Bir Hakeim
Triple: [Free French Forces, participatedIn, Battle of Bir Hakeim]
Generated description
The Battle of Bir Hakeim was a pivotal 1942 North African engagement in which Free French forces held off Axis troops in the Libyan desert, significantly delaying the advance toward Egypt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Bir Hakeim
Target entity description: The Battle of Bir Hakeim was a pivotal 1942 North African engagement in which Free French forces held off Axis troops in the Libyan desert, significantly delaying the advance toward Egypt.
  • A. Battle of Gazala
    The Battle of Gazala was a major World War II confrontation in 1942 near Tobruk in Libya, where Erwin Rommel’s Afrika Korps defeated British-led forces and paved the way for the fall of Tobruk.
  • B. Battle of El Alamein
    The Battle of El Alamein was a pivotal 1942 North African campaign clash between Allied and Axis forces that marked a major turning point in World War II by halting the German advance toward Egypt and the Suez Canal.
  • C. Battle of Kasserine Pass
    The Battle of Kasserine Pass was a major World War II engagement in Tunisia in early 1943, marking the first large-scale clash between American and German forces in North Africa and exposing critical weaknesses in inexperienced U.S. troops and command.
  • D. El Alamein
    El Alamein is a coastal town in northern Egypt best known as the site of pivotal World War II battles between Allied and Axis forces in North Africa.
  • E. Siege of Tobruk
    The Siege of Tobruk was a prolonged World War II battle in Libya where Allied forces, notably Australian troops, held the strategic port of Tobruk against Axis forces in 1941, becoming a symbol of resistance in the North African campaign.
  • 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_69a2520c0f3481908b0ed054a2fca8d0 completed Feb. 28, 2026, 2:25 a.m.
NER Named-entity recognition batch_69a25761e9248190a7205bfc36cb5c45 completed Feb. 28, 2026, 2:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69a32bc3efbc8190831cb527c122ac59 completed Feb. 28, 2026, 5:54 p.m.
NEDg Description generation batch_69a32d0fbc048190b01b3c2861c78ea3 completed Feb. 28, 2026, 5:59 p.m.
NED2 Entity disambiguation (via description) batch_69a32d5b05588190a67be5d0df28763f completed Feb. 28, 2026, 6 p.m.
Created at: Feb. 28, 2026, 2:30 a.m.