Triple

T14192407
Position Surface form Disambiguated ID Type / Status
Subject FKA twigs E351744 entity
Predicate notableWork P4 FINISHED
Object EP2
EP2 is a critically acclaimed 2013 experimental pop EP by English artist FKA twigs that helped establish her distinctive ethereal and avant-garde sound.
 E1085198 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: EP2 | Statement: [FKA twigs, notableWork, EP2]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: EP2
Context triple: [FKA twigs, notableWork, EP2]
  • A. Epip
    Epip is a summer month in the Coptic calendar, roughly corresponding to July in the Gregorian calendar.
  • B. EPU
    EPU is the three-letter station code used by Transport for London to identify East Putney tube station on the London Underground network.
  • C. E-Pro
    "E-Pro" is a 2005 alternative rock single by American musician Beck, known for its catchy riff, energetic style, and success on modern rock charts.
  • D. P2
    P2 is a Swedish public radio channel from Sveriges Radio, primarily focused on classical music, jazz, and cultural programming.
  • E. E22
    E22 is a major European route that forms part of the international E-road network, linking multiple countries across Europe.
  • 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: EP2
Triple: [FKA twigs, notableWork, EP2]
Generated description
EP2 is a critically acclaimed 2013 experimental pop EP by English artist FKA twigs that helped establish her distinctive ethereal and avant-garde sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: EP2
Target entity description: EP2 is a critically acclaimed 2013 experimental pop EP by English artist FKA twigs that helped establish her distinctive ethereal and avant-garde sound.
  • A. Epip
    Epip is a summer month in the Coptic calendar, roughly corresponding to July in the Gregorian calendar.
  • B. EPU
    EPU is the three-letter station code used by Transport for London to identify East Putney tube station on the London Underground network.
  • C. E-Pro
    "E-Pro" is a 2005 alternative rock single by American musician Beck, known for its catchy riff, energetic style, and success on modern rock charts.
  • D. P2
    P2 is a Swedish public radio channel from Sveriges Radio, primarily focused on classical music, jazz, and cultural programming.
  • E. E22
    E22 is a major European route that forms part of the international E-road network, linking multiple countries across Europe.
  • 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_69d827894ac0819097803e57f3227b23 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61e0a52081908213aa6e548d4418 completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd194951d481909a8e81f2d09feefa completed May 7, 2026, 10:59 p.m.
NEDg Description generation batch_69fd1b2ace9c8190a7458e5c43a3c3d6 completed May 7, 2026, 11:07 p.m.
NED2 Entity disambiguation (via description) batch_69fd1c61b994819081dcc92ae33772ed completed May 7, 2026, 11:12 p.m.
Created at: April 10, 2026, 1:04 a.m.