Triple

T4837598
Position Surface form Disambiguated ID Type / Status
Subject Ariola Records E108098 entity
Predicate notableArtist P601 FINISHED
Object Heino
Heino is a German schlager singer known for his deep bass voice, trademark dark sunglasses, and popular folk and pop songs since the 1960s.
E476829 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: Heino | Statement: [Ariola Records, notableArtist, Heino]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heino
Context triple: [Ariola Records, notableArtist, Heino]
  • A. Kullervo
    Kullervo is a male given name of Finnish origin, notably borne by the politician Kullervo Manner and a tragic hero in the Finnish national epic Kalevala.
  • B. Väinö
    Väinö is a Finnish masculine given name historically borne by several notable figures in politics, arts, and sports in Finland.
  • C. Ahti
    Ahti is a Finnish masculine given name, historically associated with figures in Finnish mythology and borne by various notable Finns.
  • D. Lihir
    Lihir is an Oceanic language spoken primarily on the Lihir Islands of Papua New Guinea.
  • E. Ehrnrooth
    Ehrnrooth is a notable Finnish noble family name associated with several prominent military officers, industrialists, and public figures in Finland.
  • 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: Heino
Triple: [Ariola Records, notableArtist, Heino]
Generated description
Heino is a German schlager singer known for his deep bass voice, trademark dark sunglasses, and popular folk and pop songs since the 1960s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heino
Target entity description: Heino is a German schlager singer known for his deep bass voice, trademark dark sunglasses, and popular folk and pop songs since the 1960s.
  • A. Kullervo
    Kullervo is a male given name of Finnish origin, notably borne by the politician Kullervo Manner and a tragic hero in the Finnish national epic Kalevala.
  • B. Väinö
    Väinö is a Finnish masculine given name historically borne by several notable figures in politics, arts, and sports in Finland.
  • C. Ahti
    Ahti is a Finnish masculine given name, historically associated with figures in Finnish mythology and borne by various notable Finns.
  • D. Lihir
    Lihir is an Oceanic language spoken primarily on the Lihir Islands of Papua New Guinea.
  • E. Ehrnrooth
    Ehrnrooth is a notable Finnish noble family name associated with several prominent military officers, industrialists, and public figures in Finland.
  • 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_69bd43fbe444819085cb970706ef73f7 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6ce2e810819089f9a3f2a7574d44 completed March 20, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67d449188190a2f02fa30aee4891 completed March 21, 2026, 9:41 a.m.
NEDg Description generation batch_69be69822e20819087263aea34095ab1 completed March 21, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_69be69ddc2008190bd3e6febe9340ea5 completed March 21, 2026, 9:50 a.m.
Created at: March 20, 2026, 1:25 p.m.