Triple

T994921
Position Surface form Disambiguated ID Type / Status
Subject Axis forces on the Eastern Front E21473 entity
Predicate engagedIn P149 FINISHED
Object Battle of Kharkov
The Battle of Kharkov refers to a series of major World War II clashes between German and Soviet forces for control of the strategic Ukrainian city of Kharkiv, marked by heavy casualties and repeated changes of possession.
E165236 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 Kharkov | Statement: [Axis forces on the Eastern Front, engagedIn, Battle of Kharkov]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Kharkov
Context triple: [Axis forces on the Eastern Front, engagedIn, Battle of Kharkov]
  • A. Third Battle of Kharkov
    The Third Battle of Kharkov was a major World War II Eastern Front engagement in early 1943 in which German forces, led by Field Marshal Erich von Manstein, counterattacked and temporarily recaptured the city of Kharkov from the Soviet Red Army.
  • B. Second Battle of Kharkov
    The Second Battle of Kharkov was a major World War II Eastern Front clash in May 1942, in which a failed Soviet offensive near the Ukrainian city of Kharkiv led to a decisive German counterattack and heavy Soviet losses.
  • C. Battle of the Dnieper
    The Battle of the Dnieper was a major World War II Eastern Front campaign in 1943 in which Soviet forces launched a massive offensive to cross the Dnieper River and liberate much of Ukraine from German occupation.
  • D. Battle of Uman
    The Battle of Uman was a major World War II encirclement in 1941 in which German forces trapped and destroyed large Soviet armies in Ukraine during Operation Barbarossa.
  • E. Battle of Bakhmut
    The Battle of Bakhmut was a prolonged and brutal urban confrontation between Russian and Ukrainian forces that became one of the bloodiest and most symbolically charged engagements of the Russo-Ukrainian 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 Kharkov
Triple: [Axis forces on the Eastern Front, engagedIn, Battle of Kharkov]
Generated description
The Battle of Kharkov refers to a series of major World War II clashes between German and Soviet forces for control of the strategic Ukrainian city of Kharkiv, marked by heavy casualties and repeated changes of possession.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Kharkov
Target entity description: The Battle of Kharkov refers to a series of major World War II clashes between German and Soviet forces for control of the strategic Ukrainian city of Kharkiv, marked by heavy casualties and repeated changes of possession.
  • A. Third Battle of Kharkov
    The Third Battle of Kharkov was a major World War II Eastern Front engagement in early 1943 in which German forces, led by Field Marshal Erich von Manstein, counterattacked and temporarily recaptured the city of Kharkov from the Soviet Red Army.
  • B. Second Battle of Kharkov
    The Second Battle of Kharkov was a major World War II Eastern Front clash in May 1942, in which a failed Soviet offensive near the Ukrainian city of Kharkiv led to a decisive German counterattack and heavy Soviet losses.
  • C. Battle of the Dnieper
    The Battle of the Dnieper was a major World War II Eastern Front campaign in 1943 in which Soviet forces launched a massive offensive to cross the Dnieper River and liberate much of Ukraine from German occupation.
  • D. Battle of Uman
    The Battle of Uman was a major World War II encirclement in 1941 in which German forces trapped and destroyed large Soviet armies in Ukraine during Operation Barbarossa.
  • E. Battle of Bakhmut
    The Battle of Bakhmut was a prolonged and brutal urban confrontation between Russian and Ukrainian forces that became one of the bloodiest and most symbolically charged engagements of the Russo-Ukrainian 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_69a493c476b48190b41fc5e793171cc6 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4c75de88190bf7fec7a053f7a90 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08995af88190930a952bd32cd918 completed March 8, 2026, 5:26 a.m.
NEDg Description generation batch_69ad098f9fd0819094d9478881ca1a46 completed March 8, 2026, 5:30 a.m.
NED2 Entity disambiguation (via description) batch_69ad0a6c7aa08190b21b00c03f04af27 completed March 8, 2026, 5:34 a.m.
Created at: March 1, 2026, 7:41 p.m.