Triple

T6999521
Position Surface form Disambiguated ID Type / Status
Subject Lisa Ling E162298 entity
Predicate familyName P18 FINISHED
Object Ling
Ling is a Chinese-origin surname shared by numerous individuals worldwide, including prominent figures in media, politics, and academia.
 E634575 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: Ling | Statement: [Lisa Ling, familyName, Ling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ling
Context triple: [Lisa Ling, familyName, Ling]
  • A. Lingg
    Lingg is a German surname most notably associated with Louis Lingg, one of the anarchists linked to the 1886 Haymarket affair in Chicago.
  • B. Lisan
    Lisan is the given name of Li Lisan, a prominent early leader of the Chinese Communist movement.
  • C. Linqu
    Linqu is a county-level city in eastern Shandong Province, China, known for its scenic mountainous landscapes and historical sites.
  • D. Ching
    Ching is the surname of Brian Ching, a retired American soccer player best known as a forward for the Houston Dynamo and the U.S. national team.
  • E. Luli
    Luli is a dialect of the Paama language, spoken by a subset of Paama speakers in Vanuatu.
  • 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: Ling
Triple: [Lisa Ling, familyName, Ling]
Generated description
Ling is a Chinese-origin surname shared by numerous individuals worldwide, including prominent figures in media, politics, and academia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ling
Target entity description: Ling is a Chinese-origin surname shared by numerous individuals worldwide, including prominent figures in media, politics, and academia.
  • A. Lingg
    Lingg is a German surname most notably associated with Louis Lingg, one of the anarchists linked to the 1886 Haymarket affair in Chicago.
  • B. Lisan
    Lisan is the given name of Li Lisan, a prominent early leader of the Chinese Communist movement.
  • C. Linqu
    Linqu is a county-level city in eastern Shandong Province, China, known for its scenic mountainous landscapes and historical sites.
  • D. Ching
    Ching is the surname of Brian Ching, a retired American soccer player best known as a forward for the Houston Dynamo and the U.S. national team.
  • E. Luli
    Luli is a dialect of the Paama language, spoken by a subset of Paama speakers in Vanuatu.
  • 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_69c68857ffc08190857dc62cd5253777 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dc0e54c88190b092870f2d128510 completed March 27, 2026, 7:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a2c510c8190b7c86f8b399388ae completed March 28, 2026, 5:42 a.m.
NEDg Description generation batch_69c76b1d881481908ef5a6614246ca1e completed March 28, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69c76be95ecc8190a57ff197f236d434 completed March 28, 2026, 5:49 a.m.
Created at: March 27, 2026, 2:33 p.m.