Triple

T16269421
Position Surface form Disambiguated ID Type / Status
Subject Martin Orford E394958 entity
Predicate memberOf P10 FINISHED
Object IQ
IQ is a British neo-progressive rock band formed in the early 1980s, known for its complex compositions and atmospheric, melodic sound.
 E1203821 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: IQ | Statement: [Martin Orford, memberOf, IQ]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IQ
Context triple: [Martin Orford, memberOf, IQ]
  • A. IQ
    IQ is the ISO 3166-1 alpha-2 country code for Iraq, used in international standards and country identification.
  • B. Intellect
    Intellect, in Plotinus’s philosophy, is the divine, eternal realm of perfect Forms and the second hypostasis that contemplates and emanates all intelligible reality.
  • C. Measurement of Intelligence
    Measurement of Intelligence is a foundational early 20th-century psychological work by Edward L. Thorndike that systematically explores how human intelligence can be quantified and assessed through empirical methods.
  • D. Intelligence
    "Intelligence" is an American cyber-themed action-drama television series starring Josh Holloway and Marg Helgenberger, centered on a high-tech intelligence operative with a microchip implanted in his brain.
  • E. I.Q.
    I.Q. is a 1994 romantic comedy film directed by Fred Schepisi, featuring a mechanic who enlists Albert Einstein and his eccentric friends to help him win the heart of a brilliant mathematician.
  • 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: IQ
Triple: [Martin Orford, memberOf, IQ]
Generated description
IQ is a British neo-progressive rock band formed in the early 1980s, known for its complex compositions and atmospheric, melodic sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IQ
Target entity description: IQ is a British neo-progressive rock band formed in the early 1980s, known for its complex compositions and atmospheric, melodic sound.
  • A. IQ
    IQ is the ISO 3166-1 alpha-2 country code for Iraq, used in international standards and country identification.
  • B. Intellect
    Intellect, in Plotinus’s philosophy, is the divine, eternal realm of perfect Forms and the second hypostasis that contemplates and emanates all intelligible reality.
  • C. Measurement of Intelligence
    Measurement of Intelligence is a foundational early 20th-century psychological work by Edward L. Thorndike that systematically explores how human intelligence can be quantified and assessed through empirical methods.
  • D. Intelligence
    "Intelligence" is an American cyber-themed action-drama television series starring Josh Holloway and Marg Helgenberger, centered on a high-tech intelligence operative with a microchip implanted in his brain.
  • E. I.Q.
    I.Q. is a 1994 romantic comedy film directed by Fred Schepisi, featuring a mechanic who enlists Albert Einstein and his eccentric friends to help him win the heart of a brilliant mathematician.
  • 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_69d87f221d8081909b0b2063e7528ba2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e24608dd20819082f46a64af233038 completed April 17, 2026, 2:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0017bceb3881909dbd3167820ef199 completed May 10, 2026, 5:29 a.m.
NEDg Description generation batch_6a00184a16e0819089dffbe23b88bdb3 completed May 10, 2026, 5:31 a.m.
NED2 Entity disambiguation (via description) batch_6a00190887088190a5a0eb2cfd674c98 completed May 10, 2026, 5:35 a.m.
Created at: April 10, 2026, 5:05 a.m.