Triple

T12438554
Position Surface form Disambiguated ID Type / Status
Subject Chronicle E297210 entity
Predicate musicBy P1952 FINISHED
Object Zack Hemsey
Zack Hemsey is an American composer and hip-hop artist known for his cinematic, emotionally intense music frequently used in film trailers and soundtracks.
E993467 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: Zack Hemsey | Statement: [Chronicle, musicBy, Zack Hemsey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zack Hemsey
Context triple: [Chronicle, musicBy, Zack Hemsey]
  • A. Zach Hanson
    Zach Hanson is an American musician best known as the youngest member and drummer of the pop-rock band Hanson.
  • B. Zac Damon
    Zac Damon is a musician best known as a guitarist and member of the punk rock band Squirtgun.
  • C. Zach Mills
    Zach Mills is an American actor best known for his role in the science fiction film "Super 8" and other family-oriented movies and television projects.
  • D. Zack Villere
    Zack Villere is an American singer, songwriter, and producer known for his lo-fi, introspective indie pop and experimental R&B-influenced music.
  • E. Zack Estrin
    Zack Estrin was an American television producer and writer best known for his showrunning and creative leadership on genre series including Netflix’s reboot of Lost in Space.
  • 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: Zack Hemsey
Triple: [Chronicle, musicBy, Zack Hemsey]
Generated description
Zack Hemsey is an American composer and hip-hop artist known for his cinematic, emotionally intense music frequently used in film trailers and soundtracks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zack Hemsey
Target entity description: Zack Hemsey is an American composer and hip-hop artist known for his cinematic, emotionally intense music frequently used in film trailers and soundtracks.
  • A. Zach Hanson
    Zach Hanson is an American musician best known as the youngest member and drummer of the pop-rock band Hanson.
  • B. Zac Damon
    Zac Damon is a musician best known as a guitarist and member of the punk rock band Squirtgun.
  • C. Zach Mills
    Zach Mills is an American actor best known for his role in the science fiction film "Super 8" and other family-oriented movies and television projects.
  • D. Zack Villere
    Zack Villere is an American singer, songwriter, and producer known for his lo-fi, introspective indie pop and experimental R&B-influenced music.
  • E. Zack Estrin
    Zack Estrin was an American television producer and writer best known for his showrunning and creative leadership on genre series including Netflix’s reboot of Lost in Space.
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d8dc0f881908a3da736d8947ce1 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65ea710d481908371209cb92502a6 completed May 2, 2026, 8:29 p.m.
NEDg Description generation batch_69f65fadc97081908376913e390cfc3d completed May 2, 2026, 8:33 p.m.
NED2 Entity disambiguation (via description) batch_69f660c3d914819097b57784889ca389 completed May 2, 2026, 8:38 p.m.
Created at: April 8, 2026, 9:55 p.m.