Triple

T10091790
Position Surface form Disambiguated ID Type / Status
Subject Lan Samantha Chang E215359 entity
Predicate notableWork P4 FINISHED
Object The Family Chao
The Family Chao is a contemporary novel by Lan Samantha Chang that explores a Chinese American family’s conflicts, secrets, and identity in a small Midwestern town.
E839805 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: The Family Chao | Statement: [Lan Samantha Chang, notableWork, The Family Chao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Family Chao
Context triple: [Lan Samantha Chang, notableWork, The Family Chao]
  • A. Pikmin
    Pikmin is a real-time strategy and puzzle video game series featuring tiny plant-like creatures that assist players in exploring environments, solving challenges, and battling enemies.
  • B. Chao
    Chao is a variant transliteration of the Chinese surname commonly rendered as Zhao in pinyin.
  • C. Rootabaga Stories
    Rootabaga Stories is a whimsical collection of American fairy tales for children by poet Carl Sandburg, known for its imaginative language and Midwestern folk flavor.
  • D. Chibi zhi zhan
    Chibi zhi zhan refers to the Battle of Red Cliffs, a decisive naval engagement at the end of the Han dynasty that led to the tripartite division of China and is famously depicted in the historical novel "Romance of the Three Kingdoms."
  • E. Kato Zakros
    Kato Zakros is a coastal village and archaeological site on the eastern coast of Crete, known for the remains of a significant Minoan palace complex.
  • 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: The Family Chao
Triple: [Lan Samantha Chang, notableWork, The Family Chao]
Generated description
The Family Chao is a contemporary novel by Lan Samantha Chang that explores a Chinese American family’s conflicts, secrets, and identity in a small Midwestern town.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Family Chao
Target entity description: The Family Chao is a contemporary novel by Lan Samantha Chang that explores a Chinese American family’s conflicts, secrets, and identity in a small Midwestern town.
  • A. Pikmin
    Pikmin is a real-time strategy and puzzle video game series featuring tiny plant-like creatures that assist players in exploring environments, solving challenges, and battling enemies.
  • B. Chao
    Chao is a variant transliteration of the Chinese surname commonly rendered as Zhao in pinyin.
  • C. Rootabaga Stories
    Rootabaga Stories is a whimsical collection of American fairy tales for children by poet Carl Sandburg, known for its imaginative language and Midwestern folk flavor.
  • D. Chibi zhi zhan
    Chibi zhi zhan refers to the Battle of Red Cliffs, a decisive naval engagement at the end of the Han dynasty that led to the tripartite division of China and is famously depicted in the historical novel "Romance of the Three Kingdoms."
  • E. Kato Zakros
    Kato Zakros is a coastal village and archaeological site on the eastern coast of Crete, known for the remains of a significant Minoan palace complex.
  • 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_69ca83a1eed081908b2e9580f2ebeea7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd05aa02081908fba02e7085c6d7c completed April 2, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b6a587e0819093f38d5e69db43ec completed April 5, 2026, 7:23 p.m.
NEDg Description generation batch_69d2b790cc188190b5c16c89beaa8aca completed April 5, 2026, 7:27 p.m.
NED2 Entity disambiguation (via description) batch_69d2b81e7b948190baa417186aac284b completed April 5, 2026, 7:29 p.m.
Created at: March 30, 2026, 9:01 p.m.