Triple

T16304461
Position Surface form Disambiguated ID Type / Status
Subject The Voice of the Heroes E395870 entity
Predicate producer P490 FINISHED
Object Chi Chi
Chi Chi is a music producer known for working on hip-hop projects such as the collaborative album "The Voice of the Heroes."
 E1206298 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: Chi Chi | Statement: [The Voice of the Heroes, producer, Chi Chi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chi Chi
Context triple: [The Voice of the Heroes, producer, Chi Chi]
  • A. Chachi
    Chachi is a fictional character from the American TV sitcom "Happy Days," known as Fonzie's younger cousin and Joanie Cunningham's love interest.
  • B. Čiki
    Čiki is the Bosnian soldier who serves as the central protagonist in the war film "No Man's Land," embodying the absurdity and tragedy of the Bosnian conflict.
  • C. Chacchi
    Chacchi is a regional dialect of the Lahndi (Western Punjabi) language spoken in parts of northern Pakistan.
  • D. Lachi
    Lachi is a town and administrative subdivision located in the Kohat District of Khyber Pakhtunkhwa province in Pakistan.
  • E. Tchi-tchi
    "Tchi-tchi" is a popular song performed by French singer and actor Tino Rossi, known for his romantic and melodic style.
  • 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: Chi Chi
Triple: [The Voice of the Heroes, producer, Chi Chi]
Generated description
Chi Chi is a music producer known for working on hip-hop projects such as the collaborative album "The Voice of the Heroes."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chi Chi
Target entity description: Chi Chi is a music producer known for working on hip-hop projects such as the collaborative album "The Voice of the Heroes."
  • A. Chachi
    Chachi is a fictional character from the American TV sitcom "Happy Days," known as Fonzie's younger cousin and Joanie Cunningham's love interest.
  • B. Čiki
    Čiki is the Bosnian soldier who serves as the central protagonist in the war film "No Man's Land," embodying the absurdity and tragedy of the Bosnian conflict.
  • C. Chacchi
    Chacchi is a regional dialect of the Lahndi (Western Punjabi) language spoken in parts of northern Pakistan.
  • D. Lachi
    Lachi is a town and administrative subdivision located in the Kohat District of Khyber Pakhtunkhwa province in Pakistan.
  • E. Tchi-tchi
    "Tchi-tchi" is a popular song performed by French singer and actor Tino Rossi, known for his romantic and melodic style.
  • 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_69d87f23bb088190a16fbb91a1957ea5 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e288d42f1c81908a6869244d727e99 completed April 17, 2026, 7:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a001fa16e3c81908a92225b5b57d711 completed May 10, 2026, 6:03 a.m.
NEDg Description generation batch_6a00219696dc8190bcce66c1eeb07561 completed May 10, 2026, 6:11 a.m.
NED2 Entity disambiguation (via description) batch_6a002221fe7c819083c8ede5e63b0908 completed May 10, 2026, 6:13 a.m.
Created at: April 10, 2026, 5:06 a.m.