Triple

T506888
Position Surface form Disambiguated ID Type / Status
Subject Operation Compass E10520 entity
Predicate battle P12 FINISHED
Object Battle of Nibeiwa
The Battle of Nibeiwa was a key early World War II engagement in December 1940 in Egypt, where British and Commonwealth forces launched a successful surprise attack against Italian camps, helping to initiate the collapse of Italian positions in North Africa.
E63466 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 Nibeiwa | Statement: [Operation Compass, battle, Battle of Nibeiwa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Nibeiwa
Context triple: [Operation Compass, battle, Battle of Nibeiwa]
  • A. Battle of Changde
    The Battle of Changde was a major World War II clash in 1943 between Chinese and Japanese forces in Hunan province, notable for intense urban combat, heavy casualties, and the use of chemical weapons by Japan.
  • B. Battle of Pyongyang
    The Battle of Pyongyang was a major 1894 land engagement in Korea during the First Sino-Japanese War, where Japanese forces decisively defeated Qing Chinese troops, helping to secure Japanese control over the Korean Peninsula.
  • C. Battle of Seonghwan
    The Battle of Seonghwan was an early land engagement in 1894 during the First Sino-Japanese War in which Japanese forces defeated Chinese troops near Asan in Korea, helping secure Japanese control over the Korean Peninsula.
  • D. Battle of the Tenaru
    The Battle of the Tenaru was an early World War II clash during the Guadalcanal Campaign in which U.S. Marines repelled a major Japanese assault near Henderson Field, marking a crucial defensive victory in the Pacific Theater.
  • E. Battle of Talas
    The Battle of Talas was an 8th-century clash between the Abbasid Caliphate and the Tang dynasty that marked the limit of Chinese expansion into Central Asia and is often noted for facilitating the westward transmission of papermaking technology.
  • 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 Nibeiwa
Triple: [Operation Compass, battle, Battle of Nibeiwa]
Generated description
The Battle of Nibeiwa was a key early World War II engagement in December 1940 in Egypt, where British and Commonwealth forces launched a successful surprise attack against Italian camps, helping to initiate the collapse of Italian positions in North Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Nibeiwa
Target entity description: The Battle of Nibeiwa was a key early World War II engagement in December 1940 in Egypt, where British and Commonwealth forces launched a successful surprise attack against Italian camps, helping to initiate the collapse of Italian positions in North Africa.
  • A. Battle of Changde
    The Battle of Changde was a major World War II clash in 1943 between Chinese and Japanese forces in Hunan province, notable for intense urban combat, heavy casualties, and the use of chemical weapons by Japan.
  • B. Battle of Pyongyang
    The Battle of Pyongyang was a major 1894 land engagement in Korea during the First Sino-Japanese War, where Japanese forces decisively defeated Qing Chinese troops, helping to secure Japanese control over the Korean Peninsula.
  • C. Battle of Seonghwan
    The Battle of Seonghwan was an early land engagement in 1894 during the First Sino-Japanese War in which Japanese forces defeated Chinese troops near Asan in Korea, helping secure Japanese control over the Korean Peninsula.
  • D. Battle of the Tenaru
    The Battle of the Tenaru was an early World War II clash during the Guadalcanal Campaign in which U.S. Marines repelled a major Japanese assault near Henderson Field, marking a crucial defensive victory in the Pacific Theater.
  • E. Battle of Talas
    The Battle of Talas was an 8th-century clash between the Abbasid Caliphate and the Tang dynasty that marked the limit of Chinese expansion into Central Asia and is often noted for facilitating the westward transmission of papermaking technology.
  • 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_69a2e848adf881908e5e04f7af030093 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f14c83f08190b1028f4929866db4 completed Feb. 28, 2026, 1:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a49ebaf5c48190b24614b2a1ab9466 completed March 1, 2026, 8:16 p.m.
NEDg Description generation batch_69a49f48310c8190b32590d22d5728ba completed March 1, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69a49ff5aea48190b84eba05fca4278a completed March 1, 2026, 8:22 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.