Triple

T5532792
Position Surface form Disambiguated ID Type / Status
Subject Gran Torino E145087 entity
Predicate supportingActor P7748 FINISHED
Object Bee Vang
Bee Vang is an American actor best known for his breakout role as Thao Vang Lor in Clint Eastwood’s film "Gran Torino."
E529158 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: Bee Vang | Statement: [Gran Torino, supportingActor, Bee Vang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bee Vang
Context triple: [Gran Torino, supportingActor, Bee Vang]
  • A. Khieu Samphan
    Khieu Samphan is a Cambodian communist politician who served as head of state of Democratic Kampuchea under the Khmer Rouge and was later convicted of crimes against humanity for his role in the regime.
  • B. Kao Kim Hourn
    Kao Kim Hourn is a Cambodian diplomat and academic who serves as the Secretary-General of the Association of Southeast Asian Nations (ASEAN).
  • C. Ta Keo
    Ta Keo is a massive, unfinished sandstone temple-mountain in Angkor, Cambodia, notable for its stark, undecorated architecture and dedication to the Hindu god Shiva.
  • D. Huynh Tan Phat
    Huynh Tan Phat was a Vietnamese architect, revolutionary, and communist politician who played a key leadership role in the Viet Cong and later in the government of reunified Vietnam.
  • E. Vang Pao
    Vang Pao was a Hmong general and key CIA-backed military leader who commanded Hmong forces in Laos during the Vietnam era and later became a prominent figure in the Hmong-American diaspora.
  • 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: Bee Vang
Triple: [Gran Torino, supportingActor, Bee Vang]
Generated description
Bee Vang is an American actor best known for his breakout role as Thao Vang Lor in Clint Eastwood’s film "Gran Torino."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bee Vang
Target entity description: Bee Vang is an American actor best known for his breakout role as Thao Vang Lor in Clint Eastwood’s film "Gran Torino."
  • A. Khieu Samphan
    Khieu Samphan is a Cambodian communist politician who served as head of state of Democratic Kampuchea under the Khmer Rouge and was later convicted of crimes against humanity for his role in the regime.
  • B. Kao Kim Hourn
    Kao Kim Hourn is a Cambodian diplomat and academic who serves as the Secretary-General of the Association of Southeast Asian Nations (ASEAN).
  • C. Ta Keo
    Ta Keo is a massive, unfinished sandstone temple-mountain in Angkor, Cambodia, notable for its stark, undecorated architecture and dedication to the Hindu god Shiva.
  • D. Huynh Tan Phat
    Huynh Tan Phat was a Vietnamese architect, revolutionary, and communist politician who played a key leadership role in the Viet Cong and later in the government of reunified Vietnam.
  • E. Vang Pao
    Vang Pao was a Hmong general and key CIA-backed military leader who commanded Hmong forces in Laos during the Vietnam era and later became a prominent figure in the Hmong-American diaspora.
  • 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_69c008f9955881909bfa8348b56b4739 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f9ea2c88190a68642f5799bd8ff completed March 22, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c028094fa48190a1f48779a7963af9 completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c033ddc7148190ba64ebfc2472c367 completed March 22, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69c036725fc481908ab0e260892d8243 completed March 22, 2026, 6:35 p.m.
Created at: March 22, 2026, 3:34 p.m.