Triple

T18193702
Position Surface form Disambiguated ID Type / Status
Subject In Flames E435605 entity
Predicate notableMember P10 FINISHED
Object Björn Gelotte
Björn Gelotte is a Swedish guitarist and songwriter best known for his long-standing role in the melodic death metal band In Flames.
E1319373 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: Björn Gelotte | Statement: [In Flames, notableMember, Björn Gelotte]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Björn Gelotte
Context triple: [In Flames, notableMember, Björn Gelotte]
  • A. Leo Geurts
    Leo Geurts was a Dutch computer scientist known for co-developing the ABC programming language, an influential precursor to Python.
  • B. Gerdo van Grootheest
    Gerdo van Grootheest is a Dutch politician who has served as the mayor of the municipality of Culemborg in the Netherlands.
  • C. Dirk Verbeuren
    Dirk Verbeuren is a Belgian-born drummer renowned in the metal scene for his technical precision and speed, best known as the longtime drummer of Soilwork before joining Megadeth.
  • D. Dirk Frimout
    Dirk Frimout is a Belgian astrophysicist and astronaut who became the first Belgian in space during a Space Shuttle mission.
  • E. Bart van Merriënboer
    Bart van Merriënboer is a machine learning researcher known for his contributions to deep learning and neural sequence models, including work on RNN-based encoder–decoder architectures for machine translation.
  • 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: Björn Gelotte
Triple: [In Flames, notableMember, Björn Gelotte]
Generated description
Björn Gelotte is a Swedish guitarist and songwriter best known for his long-standing role in the melodic death metal band In Flames.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Björn Gelotte
Target entity description: Björn Gelotte is a Swedish guitarist and songwriter best known for his long-standing role in the melodic death metal band In Flames.
  • A. Leo Geurts
    Leo Geurts was a Dutch computer scientist known for co-developing the ABC programming language, an influential precursor to Python.
  • B. Gerdo van Grootheest
    Gerdo van Grootheest is a Dutch politician who has served as the mayor of the municipality of Culemborg in the Netherlands.
  • C. Dirk Verbeuren
    Dirk Verbeuren is a Belgian-born drummer renowned in the metal scene for his technical precision and speed, best known as the longtime drummer of Soilwork before joining Megadeth.
  • D. Dirk Frimout
    Dirk Frimout is a Belgian astrophysicist and astronaut who became the first Belgian in space during a Space Shuttle mission.
  • E. Bart van Merriënboer
    Bart van Merriënboer is a machine learning researcher known for his contributions to deep learning and neural sequence models, including work on RNN-based encoder–decoder architectures for machine translation.
  • 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_69d8b90c7ec081909b4694ccecb449c6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e0d12b688190842375dcc5d5537c completed April 19, 2026, 2:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03cc0f17f88190ad829419dbc2a40a completed May 13, 2026, 12:55 a.m.
NEDg Description generation batch_6a03ccfba91c8190b25f2c64a9e0b838 completed May 13, 2026, 12:59 a.m.
NED2 Entity disambiguation (via description) batch_6a03cd6006e08190b86d17b66a2d4056 completed May 13, 2026, 1:01 a.m.
Created at: April 10, 2026, 10:31 a.m.