Triple

T9094702
Position Surface form Disambiguated ID Type / Status
Subject People's Republic of Kampuchea E217985 entity
Predicate notableHeadOfGovernment P307 FINISHED
Object Hun Sen
Hun Sen is a long-serving Cambodian politician who led the country as prime minister for several decades, overseeing its post-conflict reconstruction and increasingly authoritarian political system.
E778897 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: Hun Sen | Statement: [People's Republic of Kampuchea, notableHeadOfGovernment, Hun Sen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hun Sen
Context triple: [People's Republic of Kampuchea, notableHeadOfGovernment, Hun Sen]
  • A. Lon Nol
    Lon Nol was a Cambodian military general and politician who led the coup that overthrew Prince Norodom Sihanouk and headed the U.S.-backed Khmer Republic in the early 1970s.
  • B. Nuon Chea
    Nuon Chea was a senior Khmer Rouge leader and chief ideologue who served as Pol Pot’s deputy and was later convicted of crimes against humanity for his role in Cambodia’s genocidal regime.
  • C. Kaysone Phomvihane
    Kaysone Phomvihane was a Laotian revolutionary leader and longtime head of state who served as the first leader of communist Laos after the 1975 revolution.
  • D. Pol Pot
    Pol Pot was the leader of Cambodia’s Khmer Rouge regime, responsible for the genocidal policies that led to the deaths of an estimated 1.5 to 2 million people in the late 1970s.
  • E. Lao Issara
    Lao Issara was a Lao nationalist movement and government-in-exile formed in the 1940s to resist French colonial rule and advocate for the independence of Laos.
  • 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: Hun Sen
Triple: [People's Republic of Kampuchea, notableHeadOfGovernment, Hun Sen]
Generated description
Hun Sen is a long-serving Cambodian politician who led the country as prime minister for several decades, overseeing its post-conflict reconstruction and increasingly authoritarian political system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hun Sen
Target entity description: Hun Sen is a long-serving Cambodian politician who led the country as prime minister for several decades, overseeing its post-conflict reconstruction and increasingly authoritarian political system.
  • A. Lon Nol
    Lon Nol was a Cambodian military general and politician who led the coup that overthrew Prince Norodom Sihanouk and headed the U.S.-backed Khmer Republic in the early 1970s.
  • B. Nuon Chea
    Nuon Chea was a senior Khmer Rouge leader and chief ideologue who served as Pol Pot’s deputy and was later convicted of crimes against humanity for his role in Cambodia’s genocidal regime.
  • C. Kaysone Phomvihane
    Kaysone Phomvihane was a Laotian revolutionary leader and longtime head of state who served as the first leader of communist Laos after the 1975 revolution.
  • D. Pol Pot
    Pol Pot was the leader of Cambodia’s Khmer Rouge regime, responsible for the genocidal policies that led to the deaths of an estimated 1.5 to 2 million people in the late 1970s.
  • E. Lao Issara
    Lao Issara was a Lao nationalist movement and government-in-exile formed in the 1940s to resist French colonial rule and advocate for the independence of Laos.
  • 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_69ca83d9844081908e561e367fda6d45 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc96b4a2e0819092f4eae8b1d21f33 completed April 1, 2026, 3:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69d03014ea488190abc71a0ee182bcad completed April 3, 2026, 9:24 p.m.
NEDg Description generation batch_69d031bd1230819097303f070a00babb completed April 3, 2026, 9:31 p.m.
NED2 Entity disambiguation (via description) batch_69d032bd74788190a27e4bd96aeb41fa completed April 3, 2026, 9:35 p.m.
Created at: March 30, 2026, 7:14 p.m.