Triple

T1114889
Position Surface form Disambiguated ID Type / Status
Subject Toby Gad E11074 entity
Predicate hasWorkedWith P9615 FINISHED
Object Michelle Branch
Michelle Branch is an American singer-songwriter and guitarist known for early-2000s pop-rock hits like "Everywhere" and "All You Wanted."
 E135647 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: Michelle Branch | Statement: [Toby Gad, hasWorkedWith, Michelle Branch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michelle Branch
Context triple: [Toby Gad, hasWorkedWith, Michelle Branch]
  • A. Ashlee Simpson
    Ashlee Simpson is an American pop-rock singer and actress who rose to fame in the early 2000s with her reality TV show and hit albums like "Autobiography."
  • B. Colbie Caillat
    Colbie Caillat is an American pop and folk-pop singer-songwriter known for mellow, acoustic hits like "Bubbly" and "Realize."
  • C. Jordin Sparks
    Jordin Sparks is an American pop and R&B singer and actress who rose to fame as the winner of the sixth season of American Idol.
  • D. Kensli Bennett
    Kensli Bennett is the daughter of American hip-hop artist Chance the Rapper (Chancelor Bennett).
  • E. LeAnn Rimes
    LeAnn Rimes is an American country and pop singer best known for her breakout hit "Blue" and her powerful, mature vocals from a young age.
  • 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: Michelle Branch
Triple: [Toby Gad, hasWorkedWith, Michelle Branch]
Generated description
Michelle Branch is an American singer-songwriter and guitarist known for early-2000s pop-rock hits like "Everywhere" and "All You Wanted."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michelle Branch
Target entity description: Michelle Branch is an American singer-songwriter and guitarist known for early-2000s pop-rock hits like "Everywhere" and "All You Wanted."
  • A. Ashlee Simpson
    Ashlee Simpson is an American pop-rock singer and actress who rose to fame in the early 2000s with her reality TV show and hit albums like "Autobiography."
  • B. Colbie Caillat
    Colbie Caillat is an American pop and folk-pop singer-songwriter known for mellow, acoustic hits like "Bubbly" and "Realize."
  • C. Jordin Sparks
    Jordin Sparks is an American pop and R&B singer and actress who rose to fame as the winner of the sixth season of American Idol.
  • D. Kensli Bennett
    Kensli Bennett is the daughter of American hip-hop artist Chance the Rapper (Chancelor Bennett).
  • E. LeAnn Rimes
    LeAnn Rimes is an American country and pop singer best known for her breakout hit "Blue" and her powerful, mature vocals from a young age.
  • 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_69a493252a648190ac48f8742474a5e8 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4bba161e881908dcd1a66522abf5d completed March 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac6f0fac0c8190b23a976b495d1701 completed March 7, 2026, 6:31 p.m.
NEDg Description generation batch_69ac6fea11408190b84d9fc54d4c4917 completed March 7, 2026, 6:35 p.m.
NED2 Entity disambiguation (via description) batch_69ac70592c5c8190a1f86378ec5f70a9 completed March 7, 2026, 6:37 p.m.
Created at: March 1, 2026, 7:43 p.m.