Triple

T16953433
Position Surface form Disambiguated ID Type / Status
Subject Armada Music E411237 entity
Predicate hasArtist P5936 FINISHED
Object MaRLo
MaRLo is a Dutch-Australian trance and progressive DJ and music producer known for his energetic festival performances and releases on major electronic labels.
 E1242980 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: MaRLo | Statement: [Armada Music, hasArtist, MaRLo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MaRLo
Context triple: [Armada Music, hasArtist, MaRLo]
  • A. Marlo
    Marlo is a fictional character associated with Tully, likely appearing in a narrative centered on that figure.
  • B. Marlo
    Marlo is an American rapper associated with the Atlanta-based hip-hop label Quality Control Music.
  • C. Marlo
    Marlo is a small coastal town in East Gippsland, Victoria, Australia, known for its location near the mouth of the Snowy River and its fishing and outdoor recreation.
  • D. Marlohe
    Marlohe is the surname of French actress and model Bérénice Marlohe, best known for her role as Sévérine in the James Bond film "Skyfall."
  • E. Marlens
    Marlens is a small village in southeastern France, located in the Haute-Savoie department within the French Alps.
  • 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: MaRLo
Triple: [Armada Music, hasArtist, MaRLo]
Generated description
MaRLo is a Dutch-Australian trance and progressive DJ and music producer known for his energetic festival performances and releases on major electronic labels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MaRLo
Target entity description: MaRLo is a Dutch-Australian trance and progressive DJ and music producer known for his energetic festival performances and releases on major electronic labels.
  • A. Marlo
    Marlo is an American rapper associated with the Atlanta-based hip-hop label Quality Control Music.
  • B. Marlo
    Marlo is a fictional character associated with Tully, likely appearing in a narrative centered on that figure.
  • C. Marlo
    Marlo is a small coastal town in East Gippsland, Victoria, Australia, known for its location near the mouth of the Snowy River and its fishing and outdoor recreation.
  • D. Marlohe
    Marlohe is the surname of French actress and model Bérénice Marlohe, best known for her role as Sévérine in the James Bond film "Skyfall."
  • E. Marlens
    Marlens is a small village in southeastern France, located in the Haute-Savoie department within the French Alps.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d01a4ae8819085a6ce01fbc71b0f completed April 18, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d464762c8190a734ffdd83633f70 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d53422408190ba91624194333c13 completed May 10, 2026, 6:57 p.m.
NED2 Entity disambiguation (via description) batch_6a00d5adee908190a13bfc765e7c8f06 completed May 10, 2026, 6:59 p.m.
Created at: April 10, 2026, 5:31 a.m.