Triple

T3494927
Position Surface form Disambiguated ID Type / Status
Subject Silver Jews E73827 entity
Predicate hasMember P10 FINISHED
Object Cassie Berman
Cassie Berman is an American musician and vocalist best known for her work with the indie rock band Silver Jews, contributing bass, guitar, and backing vocals.
E445768 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: Cassie Berman | Statement: [Silver Jews, hasMember, Cassie Berman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cassie Berman
Context triple: [Silver Jews, hasMember, Cassie Berman]
  • A. Kerri Eisenberg
    Kerri Eisenberg is an American actress and voice actress known for her work in film and television, and as the older sister of actress Hallie Kate Eisenberg.
  • B. Kate Schechter
    Kate Schechter is a central character in Douglas Adams's novel "The Long Dark Tea-Time of the Soul," an American living in London who becomes entangled in a bizarre mystery involving Norse gods and the holistic detective Dirk Gently.
  • C. Rebecca Feldman
    Rebecca Feldman is a theater artist best known for creating the original improvisational concept that evolved into the Tony Award–winning musical "The 25th Annual Putnam County Spelling Bee."
  • D. Mandy Cohen
    Mandy Cohen is an American physician and public health official who has served as Director of the U.S. Centers for Disease Control and Prevention (CDC).
  • E. Suella Braverman
    Suella Braverman is a British Conservative politician and barrister who has served as Home Secretary and is known for her hardline positions on immigration and Brexit.
  • 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: Cassie Berman
Triple: [Silver Jews, hasMember, Cassie Berman]
Generated description
Cassie Berman is an American musician and vocalist best known for her work with the indie rock band Silver Jews, contributing bass, guitar, and backing vocals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cassie Berman
Target entity description: Cassie Berman is an American musician and vocalist best known for her work with the indie rock band Silver Jews, contributing bass, guitar, and backing vocals.
  • A. Kerri Eisenberg
    Kerri Eisenberg is an American actress and voice actress known for her work in film and television, and as the older sister of actress Hallie Kate Eisenberg.
  • B. Kate Schechter
    Kate Schechter is a central character in Douglas Adams's novel "The Long Dark Tea-Time of the Soul," an American living in London who becomes entangled in a bizarre mystery involving Norse gods and the holistic detective Dirk Gently.
  • C. Rebecca Feldman
    Rebecca Feldman is a theater artist best known for creating the original improvisational concept that evolved into the Tony Award–winning musical "The 25th Annual Putnam County Spelling Bee."
  • D. Mandy Cohen
    Mandy Cohen is an American physician and public health official who has served as Director of the U.S. Centers for Disease Control and Prevention (CDC).
  • E. Suella Braverman
    Suella Braverman is a British Conservative politician and barrister who has served as Home Secretary and is known for her hardline positions on immigration and Brexit.
  • 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_69ad85cdb6e48190a335d412b9194ed8 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbbaebed881909d9cbc9c4c1f138f completed March 8, 2026, 6:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69bb808e7f94819086fbad85d6aed33e completed March 19, 2026, 4:50 a.m.
NEDg Description generation batch_69bd3a55a4808190b144f6c4ae40593d completed March 20, 2026, 12:15 p.m.
NED2 Entity disambiguation (via description) batch_69bd3b1d98408190b2c8506281fe8a6b completed March 20, 2026, 12:18 p.m.
Created at: March 8, 2026, 3:18 p.m.