Triple

T10717221
Position Surface form Disambiguated ID Type / Status
Subject Ladytron E252708 entity
Predicate hasMember P10 FINISHED
Object Helen Marnie
Helen Marnie is a Scottish musician and vocalist best known as the lead singer and keyboardist of the electronic band Ladytron.
E881260 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: Helen Marnie | Statement: [Ladytron, hasMember, Helen Marnie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Helen Marnie
Context triple: [Ladytron, hasMember, Helen Marnie]
  • A. Imelda May
    Imelda May is an Irish singer-songwriter known for her distinctive blend of rockabilly, jazz, and blues, as well as her powerful vocals and retro-inspired style.
  • B. Lucy Marling
    Lucy Marling is known as the sister of English folk singer-songwriter Laura Marling.
  • C. Laura Marling
    Laura Marling is an English folk singer-songwriter and guitarist acclaimed for her introspective lyrics and distinctive, mature vocal style.
  • D. Elizabeth Young
    Elizabeth Young was an American actress active in the 1930s who appeared in several Hollywood films before retiring from the screen.
  • E. Jade Bird
    Jade Bird is a British singer-songwriter known for her powerful vocals and genre-blending mix of folk, rock, and Americana.
  • 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: Helen Marnie
Triple: [Ladytron, hasMember, Helen Marnie]
Generated description
Helen Marnie is a Scottish musician and vocalist best known as the lead singer and keyboardist of the electronic band Ladytron.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Helen Marnie
Target entity description: Helen Marnie is a Scottish musician and vocalist best known as the lead singer and keyboardist of the electronic band Ladytron.
  • A. Imelda May
    Imelda May is an Irish singer-songwriter known for her distinctive blend of rockabilly, jazz, and blues, as well as her powerful vocals and retro-inspired style.
  • B. Lucy Marling
    Lucy Marling is known as the sister of English folk singer-songwriter Laura Marling.
  • C. Laura Marling
    Laura Marling is an English folk singer-songwriter and guitarist acclaimed for her introspective lyrics and distinctive, mature vocal style.
  • D. Elizabeth Young
    Elizabeth Young was an American actress active in the 1930s who appeared in several Hollywood films before retiring from the screen.
  • E. Jade Bird
    Jade Bird is a British singer-songwriter known for her powerful vocals and genre-blending mix of folk, rock, and Americana.
  • 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_69d6aa5d8be481909a43218b2bfdbe95 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6ff3566e88190b5c0c6d1b159dd45 completed April 9, 2026, 1:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69d999278b8481909bc4e849b9580eb7 completed April 11, 2026, 12:43 a.m.
NEDg Description generation batch_69d99e86e198819080f71400295a31e7 completed April 11, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_69dadccd1d7081908ae53b97d2c2a6cb completed April 11, 2026, 11:44 p.m.
Created at: April 8, 2026, 9:13 p.m.