Triple

T3172888
Position Surface form Disambiguated ID Type / Status
Subject Tim Commerford E66394 entity
Predicate memberOf P10 FINISHED
Object Future User
Future User is an American experimental rock/electronic band known for blending heavy bass-driven grooves with politically charged themes, featuring Rage Against the Machine bassist Tim Commerford.
E333033 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: Future User | Statement: [Tim Commerford, memberOf, Future User]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Future User
Context triple: [Tim Commerford, memberOf, Future User]
  • A. Peer
    Peer is a municipality in the Belgian province of Limburg, known in part for hosting the Kleine-Brogel Air Base.
  • B. Userkare
    Userkare was a short-reigning pharaoh of Egypt’s Sixth Dynasty, known primarily from sparse archaeological and textual evidence that leaves many details of his rule uncertain.
  • C. Userkaf
    Userkaf was a pharaoh of Egypt’s Fifth Dynasty, best known for initiating the construction of sun temples and helping establish the prominence of the solar cult of Ra.
  • D. Visitor
    Visitor is a behavioral design pattern that lets you separate algorithms from the objects on which they operate by allowing new operations to be defined without changing the classes of the elements they act on.
  • E. Friend
    Friend is a given name that can be used as a first name, as in the case of Friend Richardson.
  • 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: Future User
Triple: [Tim Commerford, memberOf, Future User]
Generated description
Future User is an American experimental rock/electronic band known for blending heavy bass-driven grooves with politically charged themes, featuring Rage Against the Machine bassist Tim Commerford.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Future User
Target entity description: Future User is an American experimental rock/electronic band known for blending heavy bass-driven grooves with politically charged themes, featuring Rage Against the Machine bassist Tim Commerford.
  • A. Peer
    Peer is a municipality in the Belgian province of Limburg, known in part for hosting the Kleine-Brogel Air Base.
  • B. Userkare
    Userkare was a short-reigning pharaoh of Egypt’s Sixth Dynasty, known primarily from sparse archaeological and textual evidence that leaves many details of his rule uncertain.
  • C. Userkaf
    Userkaf was a pharaoh of Egypt’s Fifth Dynasty, best known for initiating the construction of sun temples and helping establish the prominence of the solar cult of Ra.
  • D. Visitor
    Visitor is a behavioral design pattern that lets you separate algorithms from the objects on which they operate by allowing new operations to be defined without changing the classes of the elements they act on.
  • E. Friend
    Friend is a given name that can be used as a first name, as in the case of Friend Richardson.
  • 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_69ad8586a34c8190944c63ec11a8de1a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada66facf881908b9ec687d68ce91b completed March 8, 2026, 4:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b235edf7708190b79605a05baf1711 completed March 12, 2026, 3:41 a.m.
NEDg Description generation batch_69b236e61ae88190a76b942c6cddff41 completed March 12, 2026, 3:45 a.m.
NED2 Entity disambiguation (via description) batch_69b23770ed4c8190b5d929cc95a286a0 completed March 12, 2026, 3:48 a.m.
Created at: March 8, 2026, 3:06 p.m.