Triple

T4836635
Position Surface form Disambiguated ID Type / Status
Subject United Nations Protection Force E108074 entity
Predicate replacedBy P101 FINISHED
Object Implementation Force
The Implementation Force (IFOR) was a NATO-led multinational peace enforcement mission deployed to Bosnia and Herzegovina in 1995–1996 to implement the military aspects of the Dayton Peace Agreement.
E473874 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: Implementation Force | Statement: [United Nations Protection Force, replacedBy, Implementation Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Implementation Force
Context triple: [United Nations Protection Force, replacedBy, Implementation Force]
  • A. Full Force
    Full Force is an American R&B and hip hop production and songwriting group known for crafting hits for artists like Lisa Lisa and Cult Jam, UTFO, and early-career Rihanna.
  • B. Assumption Act implementation
    The Assumption Act implementation was the process by which the early U.S. federal government, under Alexander Hamilton’s financial program, took over and managed the Revolutionary War debts of the individual states to strengthen national credit and central authority.
  • C. ISTAR force
    The ISTAR force is a Royal Air Force formation responsible for intelligence, surveillance, target acquisition, and reconnaissance operations using a range of specialized aircraft and systems.
  • D. Força
    "Força" is a pop song by Nelly Furtado that gained wide recognition as the anthem associated with UEFA Euro 2004.
  • E. Initial Follow-On Forces Group
    The Initial Follow-On Forces Group is a NATO military formation designed to rapidly reinforce the NATO Response Force during large-scale or prolonged operations.
  • 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: Implementation Force
Triple: [United Nations Protection Force, replacedBy, Implementation Force]
Generated description
The Implementation Force (IFOR) was a NATO-led multinational peace enforcement mission deployed to Bosnia and Herzegovina in 1995–1996 to implement the military aspects of the Dayton Peace Agreement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Implementation Force
Target entity description: The Implementation Force (IFOR) was a NATO-led multinational peace enforcement mission deployed to Bosnia and Herzegovina in 1995–1996 to implement the military aspects of the Dayton Peace Agreement.
  • A. Full Force
    Full Force is an American R&B and hip hop production and songwriting group known for crafting hits for artists like Lisa Lisa and Cult Jam, UTFO, and early-career Rihanna.
  • B. Assumption Act implementation
    The Assumption Act implementation was the process by which the early U.S. federal government, under Alexander Hamilton’s financial program, took over and managed the Revolutionary War debts of the individual states to strengthen national credit and central authority.
  • C. ISTAR force
    The ISTAR force is a Royal Air Force formation responsible for intelligence, surveillance, target acquisition, and reconnaissance operations using a range of specialized aircraft and systems.
  • D. Força
    "Força" is a pop song by Nelly Furtado that gained wide recognition as the anthem associated with UEFA Euro 2004.
  • E. Initial Follow-On Forces Group
    The Initial Follow-On Forces Group is a NATO military formation designed to rapidly reinforce the NATO Response Force during large-scale or prolonged operations.
  • 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_69bd43fbe444819085cb970706ef73f7 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6ce193488190a618250a5681f3ff completed March 20, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5cbbc8a08190b01e4ca717260a20 completed March 21, 2026, 8:54 a.m.
NEDg Description generation batch_69be5d40dd8081908a911ce03b3dc0da completed March 21, 2026, 8:56 a.m.
NED2 Entity disambiguation (via description) batch_69be5d9e2f1481909284d5e5115e82bc completed March 21, 2026, 8:58 a.m.
Created at: March 20, 2026, 1:25 p.m.