Triple

T37284238
Position Surface form Disambiguated ID Type / Status
Subject 張榮發 E925485 entity
Predicate child P120 FINISHED
Object 張國煒
張國煒（K.W. Chang）是一位台灣企業家與航空業高層主管，曾任長榮航空董事長並創立星宇航空。
 E2220229 NE FINISHED

How this triple was built (2 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: 張國煒 | Statement: [張榮發, child, 張國煒]
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: 張國煒
Triple: [張榮發, child, 張國煒]
Generated description
張國煒（K.W. Chang）是一位台灣企業家與航空業高層主管，曾任長榮航空董事長並創立星宇航空。

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_69f76eafe20c8190856d3b996a4c31a7 completed May 3, 2026, 3:50 p.m.
NER Named-entity recognition batch_69fb5ac737c88190b37ed1974e438fdf completed May 6, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_6a40513df2b88190b73f66b868f6f085 completed June 27, 2026, 10:39 p.m.
NEDg Description generation batch_6a4051b5f6048190b92272bf19ee39ad completed June 27, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_6a405268e3688190b86e1ee0391e817a completed June 27, 2026, 10:44 p.m.
Created at: May 3, 2026, 4:16 p.m.