Triple

T16490566
Position Surface form Disambiguated ID Type / Status
Subject On the Advisableness of Improving Natural Knowledge E400555 entity
Predicate relatedWork P37 FINISHED
Object Essays by Thomas Henry Huxley
"Essays by Thomas Henry Huxley" is a collection of influential scientific and philosophical essays by the 19th-century biologist and public intellectual Thomas Henry Huxley, reflecting his advocacy for science, education, and rational thought.
E1217100 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: Essays by Thomas Henry Huxley | Statement: [On the Advisableness of Improving Natural Knowledge, relatedWork, Essays by Thomas Henry Huxley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Essays by Thomas Henry Huxley
Context triple: [On the Advisableness of Improving Natural Knowledge, relatedWork, Essays by Thomas Henry Huxley]
  • A. Life and Letters of Thomas Henry Huxley
    *Life and Letters of Thomas Henry Huxley* is a biographical work compiled and edited by Leonard Huxley that chronicles the life, correspondence, and scientific career of his father, the prominent biologist and advocate of Darwinism Thomas Henry Huxley.
  • B. Essays of Hugh Boyle Ewing
    "Essays of Hugh Boyle Ewing" is a collection of writings by the American Civil War general and diplomat Hugh Boyle Ewing, reflecting his literary and intellectual interests beyond his military and public service career.
  • C. Charles Darwin's later scientific works
    Charles Darwin's later scientific works comprise a series of experimental and theoretical studies that extended his ideas on evolution into areas such as plant physiology, animal behavior, and human emotions.
  • D. Darwin manuscripts
    The Darwin manuscripts are original handwritten notes, drafts, and correspondence by Charles Darwin that document the development of his scientific ideas and theories.
  • E. The Life and Letters of Charles Darwin
    The Life and Letters of Charles Darwin is a biographical collection that interweaves Charles Darwin’s personal correspondence with narrative accounts to illuminate his life, character, and development of his scientific ideas.
  • 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: Essays by Thomas Henry Huxley
Triple: [On the Advisableness of Improving Natural Knowledge, relatedWork, Essays by Thomas Henry Huxley]
Generated description
"Essays by Thomas Henry Huxley" is a collection of influential scientific and philosophical essays by the 19th-century biologist and public intellectual Thomas Henry Huxley, reflecting his advocacy for science, education, and rational thought.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Essays by Thomas Henry Huxley
Target entity description: "Essays by Thomas Henry Huxley" is a collection of influential scientific and philosophical essays by the 19th-century biologist and public intellectual Thomas Henry Huxley, reflecting his advocacy for science, education, and rational thought.
  • A. Life and Letters of Thomas Henry Huxley
    *Life and Letters of Thomas Henry Huxley* is a biographical work compiled and edited by Leonard Huxley that chronicles the life, correspondence, and scientific career of his father, the prominent biologist and advocate of Darwinism Thomas Henry Huxley.
  • B. Essays of Hugh Boyle Ewing
    "Essays of Hugh Boyle Ewing" is a collection of writings by the American Civil War general and diplomat Hugh Boyle Ewing, reflecting his literary and intellectual interests beyond his military and public service career.
  • C. Charles Darwin's later scientific works
    Charles Darwin's later scientific works comprise a series of experimental and theoretical studies that extended his ideas on evolution into areas such as plant physiology, animal behavior, and human emotions.
  • D. Darwin manuscripts
    The Darwin manuscripts are original handwritten notes, drafts, and correspondence by Charles Darwin that document the development of his scientific ideas and theories.
  • E. The Life and Letters of Charles Darwin
    The Life and Letters of Charles Darwin is a biographical collection that interweaves Charles Darwin’s personal correspondence with narrative accounts to illuminate his life, character, and development of his scientific ideas.
  • 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_69d883813098819084f5409539723b59 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e2f31f48190825af5934d976ab7 completed April 18, 2026, 7:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00582472388190a3c338ab636da9c6 completed May 10, 2026, 10:04 a.m.
NEDg Description generation batch_6a0059126e588190b531c145f3c155b4 completed May 10, 2026, 10:08 a.m.
NED2 Entity disambiguation (via description) batch_6a0059b5a1f8819089caefc121246739 completed May 10, 2026, 10:11 a.m.
Created at: April 10, 2026, 5:13 a.m.