Triple
T22033161
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheng Pei-pei |
E544134
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Swordsman and Enchantress
"Swordsman and Enchantress" is a 1970 Hong Kong wuxia film adapted from Gu Long's novel, known for its swordplay, intrigue, and Cheng Pei-pei's leading performance.
|
E1515461
|
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: Swordsman and Enchantress | Statement: [Cheng Pei-pei, notableWork, Swordsman and Enchantress]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swordsman and Enchantress Context triple: [Cheng Pei-pei, notableWork, Swordsman and Enchantress]
-
A.
The Black Swordsman
The Black Swordsman is the feared in-game persona of Kirito, a lone, exceptionally skilled swordsman in the virtual world of Sword Art Online.
-
B.
The Gallant Blade
The Gallant Blade is a 1948 swashbuckling adventure film set in 17th-century France, starring Larry Parks and known for its swordplay and romantic intrigue.
-
C.
Swordmaster of Ginaz
Swordmaster of Ginaz is an elite martial title in the Dune universe denoting a master of bladed combat trained in the renowned Ginaz fighting school.
-
D.
The Legend of the Flying Swordsman
The Legend of the Flying Swordsman is a Hong Kong martial arts film best known for showcasing Hung Yan-yan’s high-flying action choreography and sword-fighting prowess.
-
E.
Swordsman
Swordsman is a Marvel Comics character, often depicted as a master fencer and sometimes mentor or adversary to Hawkeye, known for his complex history with the Avengers.
- 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: Swordsman and Enchantress Triple: [Cheng Pei-pei, notableWork, Swordsman and Enchantress]
Generated description
"Swordsman and Enchantress" is a 1970 Hong Kong wuxia film adapted from Gu Long's novel, known for its swordplay, intrigue, and Cheng Pei-pei's leading performance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swordsman and Enchantress Target entity description: "Swordsman and Enchantress" is a 1970 Hong Kong wuxia film adapted from Gu Long's novel, known for its swordplay, intrigue, and Cheng Pei-pei's leading performance.
-
A.
The Black Swordsman
The Black Swordsman is the feared in-game persona of Kirito, a lone, exceptionally skilled swordsman in the virtual world of Sword Art Online.
-
B.
The Gallant Blade
The Gallant Blade is a 1948 swashbuckling adventure film set in 17th-century France, starring Larry Parks and known for its swordplay and romantic intrigue.
-
C.
Swordmaster of Ginaz
Swordmaster of Ginaz is an elite martial title in the Dune universe denoting a master of bladed combat trained in the renowned Ginaz fighting school.
-
D.
The Legend of the Flying Swordsman
The Legend of the Flying Swordsman is a Hong Kong martial arts film best known for showcasing Hung Yan-yan’s high-flying action choreography and sword-fighting prowess.
-
E.
Swordsman
Swordsman is a Marvel Comics character, often depicted as a master fencer and sometimes mentor or adversary to Hawkeye, known for his complex history with the Avengers.
- 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_69e11e2f98c8819083e11eab90942a78 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f127ee84848190a22c24bf14498520 |
completed | April 28, 2026, 9:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a7b69b60881908bcd9e4b45bef76a |
completed | May 18, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_6a0a7cc28f4c819090f937449dde8a64 |
completed | May 18, 2026, 2:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a7d29f5a08190b41cad11e2192727 |
completed | May 18, 2026, 2:44 a.m. |
Created at: April 16, 2026, 8:24 p.m.