Triple

T15459418
Position Surface form Disambiguated ID Type / Status
Subject Liu E371857 entity
Predicate hasVariantTransliteration P5923 FINISHED
Object Liew
Liew is a romanized variant of the Chinese surname commonly spelled as Liu.
 E1157470 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: Liew | Statement: [Liu, hasVariantTransliteration, Liew]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liew
Context triple: [Liu, hasVariantTransliteration, Liew]
  • A. Lia
    Lia is a Japanese singer best known for performing iconic anime theme songs, including the opening of Angel Beats!.
  • B. Lia
    Lia is a central character in Umberto Eco's novel "Foucault's Pendulum," serving as a grounding, humanizing presence amid the book's dense intellectual conspiracies and esoteric themes.
  • C. Lewie
    Lewie is a diminutive given name, typically used as a familiar or affectionate form of the name Lewis.
  • D. Liyah
    Liyah is a feminine given name commonly used as a shortened or affectionate form of the name Aliyah.
  • E. Lieyu
    Lieyu is a small island township of Kinmen County, administered by Taiwan and located just off the coast of mainland China.
  • 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: Liew
Triple: [Liu, hasVariantTransliteration, Liew]
Generated description
Liew is a romanized variant of the Chinese surname commonly spelled as Liu.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liew
Target entity description: Liew is a romanized variant of the Chinese surname commonly spelled as Liu.
  • A. Lia
    Lia is a Japanese singer best known for performing iconic anime theme songs, including the opening of Angel Beats!.
  • B. Lia
    Lia is a central character in Umberto Eco's novel "Foucault's Pendulum," serving as a grounding, humanizing presence amid the book's dense intellectual conspiracies and esoteric themes.
  • C. Lewie
    Lewie is a diminutive given name, typically used as a familiar or affectionate form of the name Lewis.
  • D. Liyah
    Liyah is a feminine given name commonly used as a shortened or affectionate form of the name Aliyah.
  • E. Lieyu
    Lieyu is a small island township of Kinmen County, administered by Taiwan and located just off the coast of mainland China.
  • 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_69d85cc8bd308190886949510b42e764 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f1623f0819086f6fc2bfd536609 completed April 16, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff21b9817c819082e5c571b08bafb5 completed May 9, 2026, 11:59 a.m.
NEDg Description generation batch_69ff2299ac9481909ad213ff5bb01db3 completed May 9, 2026, 12:03 p.m.
NED2 Entity disambiguation (via description) batch_69ff2325e6a48190bee256ef8720ba8e completed May 9, 2026, 12:05 p.m.
Created at: April 10, 2026, 3:32 a.m.