Triple

T25157964
Position Surface form Disambiguated ID Type / Status
Subject Who Killed Amanda Palmer E626365 entity
Predicate associatedPerformer P1363 FINISHED
Object Jherek Bischoff
Jherek Bischoff is an American composer, arranger, and multi-instrumentalist known for his lush, orchestral pop collaborations and innovative work across indie, classical, and experimental music scenes.
E1675221 NE FINISHED

How this triple was built (2 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: Jherek Bischoff | Statement: [Who Killed Amanda Palmer, associatedPerformer, Jherek Bischoff]
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: Jherek Bischoff
Triple: [Who Killed Amanda Palmer, associatedPerformer, Jherek Bischoff]
Generated description
Jherek Bischoff is an American composer, arranger, and multi-instrumentalist known for his lush, orchestral pop collaborations and innovative work across indie, classical, and experimental music scenes.

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_69e2ff2834ec8190b0872e2ec3d76023 completed April 18, 2026, 3:48 a.m.
NER Named-entity recognition batch_69f46b8a2dcc81908fc6d9f01dbb2c63 completed May 1, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_6a1075c3f8a0819098ebcbb569e36d90 completed May 22, 2026, 3:27 p.m.
NEDg Description generation batch_6a1076b9b58881908eb0b619471c3879 completed May 22, 2026, 3:31 p.m.
NED2 Entity disambiguation (via description) batch_6a1077b79abc819099f92e2e2cc19c5d completed May 22, 2026, 3:35 p.m.
Created at: April 18, 2026, 6:30 a.m.