Triple

T8127815
Position Surface form Disambiguated ID Type / Status
Subject National Defence Act E189779 entity
Predicate appliesTo P1129 FINISHED
Object Special Force
Special Force is a designated military unit within a nation's armed forces, typically trained and organized for specialized, high-risk operations under the national defense framework.
E90387 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: Special Force | Statement: [National Defence Act, appliesTo, Special Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Special Force
Context triple: [National Defence Act, appliesTo, Special Force]
  • A. Special Force
    Special Force, better known as the Chindits, was a British India–based long-range penetration commando force that conducted deep-raid operations behind Japanese lines in Burma during World War II.
  • B. British Commandos
    The British Commandos were elite special operations forces of the British Army formed during World War II to conduct raids, reconnaissance, and other high-risk missions behind enemy lines.
  • C. Panther Brigade
    Panther Brigade is the nickname of the 3rd Brigade Combat Team of the U.S. Army’s 82nd Airborne Division, a rapidly deployable airborne infantry formation.
  • D. Guardia de Asalto
    The Guardia de Asalto was a Spanish Republican-era urban police and paramilitary force known for its role in maintaining public order and later fighting on the Republican side during the Spanish Civil War.
  • E. Household Troops
    Household Troops are the elite British Army units responsible for both ceremonial duties and frontline operational roles in support of the monarchy and national defense.
  • 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: Special Force
Triple: [National Defence Act, appliesTo, Special Force]
Generated description
Special Force is a designated military unit within a nation's armed forces, typically trained and organized for specialized, high-risk operations under the national defense framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Special Force
Target entity description: Special Force is a designated military unit within a nation's armed forces, typically trained and organized for specialized, high-risk operations under the national defense framework.
  • A. Special Force chosen
    Special Force, better known as the Chindits, was a British India–based long-range penetration commando force that conducted deep-raid operations behind Japanese lines in Burma during World War II.
  • B. British Commandos
    The British Commandos were elite special operations forces of the British Army formed during World War II to conduct raids, reconnaissance, and other high-risk missions behind enemy lines.
  • C. Panther Brigade
    Panther Brigade is the nickname of the 3rd Brigade Combat Team of the U.S. Army’s 82nd Airborne Division, a rapidly deployable airborne infantry formation.
  • D. Guardia de Asalto
    The Guardia de Asalto was a Spanish Republican-era urban police and paramilitary force known for its role in maintaining public order and later fighting on the Republican side during the Spanish Civil War.
  • E. Household Troops
    Household Troops are the elite British Army units responsible for both ceremonial duties and frontline operational roles in support of the monarchy and national defense.
  • F. None of above.

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_69ca82bcb4848190a9a9d036ad768642 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb439190d88190aa614445c7479353 completed March 31, 2026, 3:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc947303f881908e16af664fb74dc8 completed April 1, 2026, 3:43 a.m.
NEDg Description generation batch_69cca83322748190bdd532552d972089 completed April 1, 2026, 5:08 a.m.
NED2 Entity disambiguation (via description) batch_69cca913304c8190a0ce9c468d98269f completed April 1, 2026, 5:11 a.m.
Created at: March 30, 2026, 5:34 p.m.