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.