Triple

T10890702
Position Surface form Disambiguated ID Type / Status
Subject Matthew Herbert E257164 entity
Predicate hasCollaboratedWith P8554 FINISHED
Object Moloko
Moloko was a British electronic music duo known for their eclectic blend of trip hop, dance, and pop, and for hits like "Sing It Back" and "The Time Is Now."
 E892224 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: Moloko | Statement: [Matthew Herbert, hasCollaboratedWith, Moloko]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Moloko
Context triple: [Matthew Herbert, hasCollaboratedWith, Moloko]
  • A. Milch
    Milch is a German surname most notably borne by Erhard Milch, a high-ranking Luftwaffe officer during World War II.
  • B. Milk
    Milk is a nutrient-rich white liquid produced by the mammary glands of mammals and widely consumed as a staple food and beverage by humans.
  • C. Milk
    Milk is a 2008 biographical film about gay rights activist and politician Harvey Milk, directed by Gus Van Sant and starring Sean Penn.
  • D. Susu
    The Susu are a West African ethnic group primarily found in Guinea, known for their Mande language, Islamic heritage, and significant role in regional trade and culture.
  • E. Milchick
    Milchick is a key character in the psychological sci-fi series "Severance," serving as a devoted and unsettling middle-management figure overseeing the severed employees at Lumon Industries.
  • 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: Moloko
Triple: [Matthew Herbert, hasCollaboratedWith, Moloko]
Generated description
Moloko was a British electronic music duo known for their eclectic blend of trip hop, dance, and pop, and for hits like "Sing It Back" and "The Time Is Now."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Moloko
Target entity description: Moloko was a British electronic music duo known for their eclectic blend of trip hop, dance, and pop, and for hits like "Sing It Back" and "The Time Is Now."
  • A. Milch
    Milch is a German surname most notably borne by Erhard Milch, a high-ranking Luftwaffe officer during World War II.
  • B. Milk
    Milk is a 2008 biographical film about gay rights activist and politician Harvey Milk, directed by Gus Van Sant and starring Sean Penn.
  • C. Milk
    Milk is a nutrient-rich white liquid produced by the mammary glands of mammals and widely consumed as a staple food and beverage by humans.
  • D. Susu
    The Susu are a West African ethnic group primarily found in Guinea, known for their Mande language, Islamic heritage, and significant role in regional trade and culture.
  • E. Milchick
    Milchick is a key character in the psychological sci-fi series "Severance," serving as a devoted and unsettling middle-management figure overseeing the severed employees at Lumon Industries.
  • 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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7520550c4819081296546c8f534f1 completed April 9, 2026, 7:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69e15500bb7881908b9799d7653aec72 completed April 16, 2026, 9:30 p.m.
NEDg Description generation batch_69e17d3060888190b3801272835b939a completed April 17, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_69e1806bc1048190bcbff6f6d3d7da19 completed April 17, 2026, 12:35 a.m.
Created at: April 8, 2026, 9:21 p.m.