Triple

T17025511
Position Surface form Disambiguated ID Type / Status
Subject Hong Kong music industry E413053 entity
Predicate featuresArtist P1952 FINISHED
Object G.E.M.
G.E.M. is a popular Hong Kong singer-songwriter known for her powerful vocals, pop ballads, and wide influence in the Chinese music scene.
E1246415 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: G.E.M. | Statement: [Hong Kong music industry, featuresArtist, G.E.M.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: G.E.M.
Context triple: [Hong Kong music industry, featuresArtist, G.E.M.]
  • A. Jessie Mei Li
    Jessie Mei Li is a British actress best known for playing the lead role of Alina Starkov in the fantasy television series "Shadow and Bone."
  • B. Tei Shi
    Tei Shi is an Argentine-Canadian singer, songwriter, and producer known for her ethereal, R&B-infused indie pop and intimate, atmospheric soundscapes.
  • C. Zhu Yuling
    Zhu Yuling is a Chinese table tennis player known for being one of the world’s top women’s singles competitors and a multiple-time World Championships medalist.
  • D. Erica Li
    Erica Li is a Hong Kong screenwriter known for her work on contemporary Chinese-language films and television dramas.
  • E. Sammi
    Sammi is a given name, typically used as a variant spelling of names like Sammie or Sammy.
  • 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: G.E.M.
Triple: [Hong Kong music industry, featuresArtist, G.E.M.]
Generated description
G.E.M. is a popular Hong Kong singer-songwriter known for her powerful vocals, pop ballads, and wide influence in the Chinese music scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: G.E.M.
Target entity description: G.E.M. is a popular Hong Kong singer-songwriter known for her powerful vocals, pop ballads, and wide influence in the Chinese music scene.
  • A. Jessie Mei Li
    Jessie Mei Li is a British actress best known for playing the lead role of Alina Starkov in the fantasy television series "Shadow and Bone."
  • B. Tei Shi
    Tei Shi is an Argentine-Canadian singer, songwriter, and producer known for her ethereal, R&B-infused indie pop and intimate, atmospheric soundscapes.
  • C. Zhu Yuling
    Zhu Yuling is a Chinese table tennis player known for being one of the world’s top women’s singles competitors and a multiple-time World Championships medalist.
  • D. Erica Li
    Erica Li is a Hong Kong screenwriter known for her work on contemporary Chinese-language films and television dramas.
  • E. Sammi
    Sammi is a given name, typically used as a variant spelling of names like Sammie or Sammy.
  • 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_69d886cc4170819093deddc7b8b4b6a7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d5d46a5081908bc5681621dd8534 completed April 18, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b53306081908972a0a5db474b6c completed May 10, 2026, 11:57 p.m.
NEDg Description generation batch_6a011cfb74b88190bbd5af862727790f completed May 11, 2026, 12:04 a.m.
NED2 Entity disambiguation (via description) batch_6a011dad838c8190a1ea560680c9ca57 completed May 11, 2026, 12:07 a.m.
Created at: April 10, 2026, 5:33 a.m.