Triple

T623461
Position Surface form Disambiguated ID Type / Status
Subject Frederick Gowland Hopkins E14561 entity
Predicate notableStudent P4838 FINISHED
Object Joseph Needham
Joseph Needham was a British biochemist and pioneering historian of Chinese science and technology, best known for his monumental multi-volume work "Science and Civilisation in China."
E77874 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: Joseph Needham | Statement: [Frederick Gowland Hopkins, notableStudent, Joseph Needham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joseph Needham
Context triple: [Frederick Gowland Hopkins, notableStudent, Joseph Needham]
  • A. William Wilkins
    William Wilkins was a prominent early 19th-century British architect best known for his neoclassical designs, including major public buildings and educational institutions.
  • B. Julian Huxley
    Julian Huxley was a prominent British evolutionary biologist, humanist, and public intellectual who played a key role in popularizing modern evolutionary theory and promoting international scientific and cultural cooperation.
  • C. William L Whittaker
    William L. "Red" Whittaker is a pioneering roboticist and Carnegie Mellon University professor known for his groundbreaking work in field robotics and autonomous vehicles.
  • D. Arthur Geoffrey Walker
    Arthur Geoffrey Walker was a British mathematician and physicist best known for his foundational contributions to relativistic cosmology, particularly the development of the Friedmann–Lemaître–Robertson–Walker (FLRW) metric.
  • E. Aurel Stein
    Aurel Stein was a Hungarian-British archaeologist and explorer renowned for his pioneering expeditions in Central Asia, during which he uncovered important Silk Road manuscripts and archaeological sites.
  • 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: Joseph Needham
Triple: [Frederick Gowland Hopkins, notableStudent, Joseph Needham]
Generated description
Joseph Needham was a British biochemist and pioneering historian of Chinese science and technology, best known for his monumental multi-volume work "Science and Civilisation in China."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joseph Needham
Target entity description: Joseph Needham was a British biochemist and pioneering historian of Chinese science and technology, best known for his monumental multi-volume work "Science and Civilisation in China."
  • A. William Wilkins
    William Wilkins was a prominent early 19th-century British architect best known for his neoclassical designs, including major public buildings and educational institutions.
  • B. Julian Huxley
    Julian Huxley was a prominent British evolutionary biologist, humanist, and public intellectual who played a key role in popularizing modern evolutionary theory and promoting international scientific and cultural cooperation.
  • C. William L Whittaker
    William L. "Red" Whittaker is a pioneering roboticist and Carnegie Mellon University professor known for his groundbreaking work in field robotics and autonomous vehicles.
  • D. Arthur Geoffrey Walker
    Arthur Geoffrey Walker was a British mathematician and physicist best known for his foundational contributions to relativistic cosmology, particularly the development of the Friedmann–Lemaître–Robertson–Walker (FLRW) metric.
  • E. Aurel Stein
    Aurel Stein was a Hungarian-British archaeologist and explorer renowned for his pioneering expeditions in Central Asia, during which he uncovered important Silk Road manuscripts and archaeological sites.
  • 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_69a4934b17c881909ace8270e8ddd202 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49e41753881909f0faed720cc31bc completed March 1, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a563cc368c8190920e0d84d65a236e completed March 2, 2026, 10:17 a.m.
NEDg Description generation batch_69a5644ac23c8190b4df2a9f96385fe0 completed March 2, 2026, 10:19 a.m.
NED2 Entity disambiguation (via description) batch_69a564c7011c81908560b563a4cad560 completed March 2, 2026, 10:21 a.m.
Created at: March 1, 2026, 7:35 p.m.