Triple

T829620
Position Surface form Disambiguated ID Type / Status
Subject Italian invasion of Albania E17933 entity
Predicate opponentForce P4567 FINISHED
Object Royal Albanian Army
The Royal Albanian Army was the national military force of the Kingdom of Albania, active primarily in the interwar period and notably overwhelmed during Italy’s 1939 invasion.
E96533 NE FINISHED

How this triple was built (5 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: Royal Albanian Army | Statement: [Italian invasion of Albania, opponentForce, Royal Albanian Army]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Royal Albanian Army
Context triple: [Italian invasion of Albania, opponentForce, Royal Albanian Army]
  • A. Royal Yugoslav Army
    The Royal Yugoslav Army was the land warfare branch of the Kingdom of Yugoslavia’s armed forces, active until its rapid defeat and disbandment during the Axis invasion in World War II.
  • B. Bulgarian People's Army
    The Bulgarian People's Army was the communist-era military force of the People's Republic of Bulgaria, which notably participated alongside other Warsaw Pact troops in the 1968 invasion of Czechoslovakia to suppress the Prague Spring.
  • C. Romanian Land Forces
    The Romanian Land Forces are the ground-based military branch of Romania’s armed forces, responsible for land operations and national defense.
  • D. Romanian Armed Forces
    The Romanian Armed Forces are the military forces of Romania, responsible for the country's national defense and participation in international security operations.
  • E. Armed Forces of the Kingdom of Yugoslavia
    The Armed Forces of the Kingdom of Yugoslavia were the unified military forces of the Yugoslav monarchy that defended the state and its interests between World War I and World War II.
  • 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: Royal Albanian Army
Triple: [Italian invasion of Albania, opponentForce, Royal Albanian Army]
Generated description
The Royal Albanian Army was the national military force of the Kingdom of Albania, active primarily in the interwar period and notably overwhelmed during Italy’s 1939 invasion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Royal Albanian Army
Target entity description: The Royal Albanian Army was the national military force of the Kingdom of Albania, active primarily in the interwar period and notably overwhelmed during Italy’s 1939 invasion.
  • A. Royal Yugoslav Army
    The Royal Yugoslav Army was the land warfare branch of the Kingdom of Yugoslavia’s armed forces, active until its rapid defeat and disbandment during the Axis invasion in World War II.
  • B. Bulgarian People's Army
    The Bulgarian People's Army was the communist-era military force of the People's Republic of Bulgaria, which notably participated alongside other Warsaw Pact troops in the 1968 invasion of Czechoslovakia to suppress the Prague Spring.
  • C. Romanian Land Forces
    The Romanian Land Forces are the ground-based military branch of Romania’s armed forces, responsible for land operations and national defense.
  • D. Romanian Armed Forces
    The Romanian Armed Forces are the military forces of Romania, responsible for the country's national defense and participation in international security operations.
  • E. Armed Forces of the Kingdom of Yugoslavia
    The Armed Forces of the Kingdom of Yugoslavia were the unified military forces of the Yugoslav monarchy that defended the state and its interests between World War I and World War II.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: opponentForce
Context triple: [Italian invasion of Albania, opponentForce, Royal Albanian Army]
  • A. opposingForce chosen
    Indicates a relationship where one entity actively resists, counters, or works against the actions, goals, or influence of another entity.
  • B. opponentObjective
    Indicates that one entity is the target or goal that an opposing entity aims to counter, defeat, or prevent from succeeding.
  • C. battleOpponent
    Indicates that two entities are engaged in or designated as opponents in a battle or combat scenario.
  • D. strategicPartnerForces
    Indicates a formal alliance in which one force provides coordinated military or security support to another as part of a shared strategic objective.
  • E. opposingForcesStatus
    Indicates the current state or condition of two or more forces that are in conflict or opposition to each other.
  • F. None of above.

Provenance (6 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_69a4937c9c188190aaa216f6b466f452 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ab9b458881909aa23f0eb7cbc87f completed March 1, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d97a3b08190b7a5c635d74bcd47 completed March 3, 2026, 11:24 p.m.
NEDg Description generation batch_69a783814b188190b449cd191667f1a1 completed March 4, 2026, 12:57 a.m.
NED2 Entity disambiguation (via description) batch_69a7840593988190b6882b456f0eea41 completed March 4, 2026, 12:59 a.m.
PD Predicate disambiguation batch_69a4aa79a6488190a634388e071ed9b7 completed March 1, 2026, 9:07 p.m.
Created at: March 1, 2026, 7:38 p.m.