Triple

T10009654
Position Surface form Disambiguated ID Type / Status
Subject Late for the Sky E198337 entity
Predicate musicalBandMember P22076 FINISHED
Object Larry Zack
Larry Zack is a musician best known as a member of the band Late for the Sky.
 E835383 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: Larry Zack | Statement: [Late for the Sky, musicalBandMember, Larry Zack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Larry Zack
Context triple: [Late for the Sky, musicalBandMember, Larry Zack]
  • A. Larry Hillblom
    Larry Hillblom was an American businessman and entrepreneur best known as a co-founder of the global logistics and courier company DHL.
  • B. Justin Zackham
    Justin Zackham is an American screenwriter and producer best known for writing the hit film "The Bucket List" and creating the FX series "Lights Out."
  • C. John Zaccaro
    John Zaccaro is an American real estate developer best known as the husband of the late U.S. Congresswoman and 1984 vice-presidential nominee Geraldine Ferraro.
  • D. Gary Winick
    Gary Winick was an American film director and producer known for character-driven romantic comedies and dramas such as "13 Going on 30" and "Charlotte's Web."
  • E. Matt Barrick
    Matt Barrick is an American drummer best known for his work with indie rock bands such as The Walkmen and for his collaborations with various alternative and folk artists.
  • 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: Larry Zack
Triple: [Late for the Sky, musicalBandMember, Larry Zack]
Generated description
Larry Zack is a musician best known as a member of the band Late for the Sky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Larry Zack
Target entity description: Larry Zack is a musician best known as a member of the band Late for the Sky.
  • A. Larry Hillblom
    Larry Hillblom was an American businessman and entrepreneur best known as a co-founder of the global logistics and courier company DHL.
  • B. Justin Zackham
    Justin Zackham is an American screenwriter and producer best known for writing the hit film "The Bucket List" and creating the FX series "Lights Out."
  • C. John Zaccaro
    John Zaccaro is an American real estate developer best known as the husband of the late U.S. Congresswoman and 1984 vice-presidential nominee Geraldine Ferraro.
  • D. Gary Winick
    Gary Winick was an American film director and producer known for character-driven romantic comedies and dramas such as "13 Going on 30" and "Charlotte's Web."
  • E. Matt Barrick
    Matt Barrick is an American drummer best known for his work with indie rock bands such as The Walkmen and for his collaborations with various alternative and folk artists.
  • 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_69ca830fcca48190bbbd9b20c233835f completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd39e074819097f77a4d4bf7856e completed April 2, 2026, 1:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26a7265b88190b69e7869a96bb404 completed April 5, 2026, 1:58 p.m.
NEDg Description generation batch_69d26e44ef488190bf8ce9c7b6c9700f completed April 5, 2026, 2:14 p.m.
NED2 Entity disambiguation (via description) batch_69d26ecca9508190a3a0890748f80ea6 completed April 5, 2026, 2:16 p.m.
Created at: March 30, 2026, 8:52 p.m.