Triple

T15623539
Position Surface form Disambiguated ID Type / Status
Subject Amir E375622 entity
Predicate returnsTo P45021 FINISHED
Object Taliban-controlled Afghanistan
Taliban-controlled Afghanistan is the Islamic Emirate governed by the Taliban, characterized by strict Islamist rule, limited civil liberties, and international isolation following the group’s return to power in 2021.
 E1167671 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: Taliban-controlled Afghanistan | Statement: [Amir, returnsTo, Taliban-controlled Afghanistan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Taliban-controlled Afghanistan
Context triple: [Amir, returnsTo, Taliban-controlled Afghanistan]
  • A. Helmand Province, Afghanistan
    Helmand Province, Afghanistan is a large, conflict-prone region in the south of the country known for intense fighting during the Afghan War and extensive opium production.
  • B. Greater Afghanistan
    Greater Afghanistan refers to the broader historical region associated with the Durrani Empire, encompassing territories beyond the borders of modern Afghanistan that were once under its political and cultural influence.
  • C. Afghanistan
    Afghanistan is a landlocked, mountainous country in South-Central Asia known for its strategic location at the crossroads of empires and its long history of conflict and cultural diversity.
  • D. Northeastern Afghanistan
    Northeastern Afghanistan is a mountainous, predominantly Tajik-inhabited region that has been a key center of political and military activity, especially for mujahideen and later anti-Taliban forces.
  • E. Badakhshan Province, Afghanistan
    Badakhshan Province, Afghanistan is a remote, mountainous region in northeastern Afghanistan known for its rugged terrain, rich mineral resources, and strategic location along the borders with Tajikistan, China, and Pakistan.
  • 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: Taliban-controlled Afghanistan
Triple: [Amir, returnsTo, Taliban-controlled Afghanistan]
Generated description
Taliban-controlled Afghanistan is the Islamic Emirate governed by the Taliban, characterized by strict Islamist rule, limited civil liberties, and international isolation following the group’s return to power in 2021.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Taliban-controlled Afghanistan
Target entity description: Taliban-controlled Afghanistan is the Islamic Emirate governed by the Taliban, characterized by strict Islamist rule, limited civil liberties, and international isolation following the group’s return to power in 2021.
  • A. Helmand Province, Afghanistan
    Helmand Province, Afghanistan is a large, conflict-prone region in the south of the country known for intense fighting during the Afghan War and extensive opium production.
  • B. Greater Afghanistan
    Greater Afghanistan refers to the broader historical region associated with the Durrani Empire, encompassing territories beyond the borders of modern Afghanistan that were once under its political and cultural influence.
  • C. Afghanistan
    Afghanistan is a landlocked, mountainous country in South-Central Asia known for its strategic location at the crossroads of empires and its long history of conflict and cultural diversity.
  • D. Northeastern Afghanistan
    Northeastern Afghanistan is a mountainous, predominantly Tajik-inhabited region that has been a key center of political and military activity, especially for mujahideen and later anti-Taliban forces.
  • E. Badakhshan Province, Afghanistan
    Badakhshan Province, Afghanistan is a remote, mountainous region in northeastern Afghanistan known for its rugged terrain, rich mineral resources, and strategic location along the borders with Tajikistan, China, and Pakistan.
  • 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_69d85ccf2794819096cda4cbcb02d478 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e9cfd94819091459aa17a002eaf completed April 16, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f3f65dc8190ac94db1d4d53d77f completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff60188df48190a1cc891757a795d0 completed May 9, 2026, 4:26 p.m.
NED2 Entity disambiguation (via description) batch_69ff60938ef081908cd88cf8242bc785 completed May 9, 2026, 4:28 p.m.
Created at: April 10, 2026, 4:14 a.m.