Triple
T10124597
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Born on the Fourth of July |
E226178
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
A. Kitman Ho
A. Kitman Ho is a Hong Kong-born American film producer best known for his collaborations with director Oliver Stone on acclaimed films such as "Platoon" and "Born on the Fourth of July."
|
E841592
|
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: A. Kitman Ho | Statement: [Born on the Fourth of July, producer, A. Kitman Ho]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A. Kitman Ho Context triple: [Born on the Fourth of July, producer, A. Kitman Ho]
-
A.
Hock Tan
Hock Tan is a Malaysian-American business executive known for leading Broadcom Inc. through major acquisitions and transforming it into a global semiconductor and infrastructure software powerhouse.
-
B.
Leroy Chiao
Leroy Chiao is an American engineer, former NASA astronaut, and veteran of multiple Space Shuttle flights and a long-duration mission on the International Space Station.
-
C.
Hung Kam-bo
Hung Kam-bo, better known as Sammo Hung, is a renowned Hong Kong actor, martial artist, director, and action choreographer who helped shape the modern kung fu and action cinema genre.
-
D.
John Lee Mahin
John Lee Mahin was an American screenwriter known for his work on numerous classic Hollywood films from the 1930s through the 1950s.
-
E.
Won Pat
Won Pat is the surname of Antonio Borja Won Pat, the first Delegate from Guam to the U.S. House of Representatives and a prominent Guamanian political figure.
- 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: A. Kitman Ho Triple: [Born on the Fourth of July, producer, A. Kitman Ho]
Generated description
A. Kitman Ho is a Hong Kong-born American film producer best known for his collaborations with director Oliver Stone on acclaimed films such as "Platoon" and "Born on the Fourth of July."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A. Kitman Ho Target entity description: A. Kitman Ho is a Hong Kong-born American film producer best known for his collaborations with director Oliver Stone on acclaimed films such as "Platoon" and "Born on the Fourth of July."
-
A.
Hock Tan
Hock Tan is a Malaysian-American business executive known for leading Broadcom Inc. through major acquisitions and transforming it into a global semiconductor and infrastructure software powerhouse.
-
B.
Leroy Chiao
Leroy Chiao is an American engineer, former NASA astronaut, and veteran of multiple Space Shuttle flights and a long-duration mission on the International Space Station.
-
C.
Hung Kam-bo
Hung Kam-bo, better known as Sammo Hung, is a renowned Hong Kong actor, martial artist, director, and action choreographer who helped shape the modern kung fu and action cinema genre.
-
D.
John Lee Mahin
John Lee Mahin was an American screenwriter known for his work on numerous classic Hollywood films from the 1930s through the 1950s.
-
E.
Won Pat
Won Pat is the surname of Antonio Borja Won Pat, the first Delegate from Guam to the U.S. House of Representatives and a prominent Guamanian political figure.
- 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_69ca843057b48190a86730167f5d6b98 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cdd2ebe4548190a484c145639d92f0 |
completed | April 2, 2026, 2:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2cc5cb62081908f4725de14916c11 |
completed | April 5, 2026, 8:55 p.m. |
| NEDg | Description generation | batch_69d2cd901c148190afb27759cc176f89 |
completed | April 5, 2026, 9:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2ce71fa888190b8dd13df83a2cd78 |
completed | April 5, 2026, 9:04 p.m. |
Created at: March 30, 2026, 9:05 p.m.