Triple

T5674321
Position Surface form Disambiguated ID Type / Status
Subject Milutin Milanković E125048 entity
Predicate influencedBy P9 FINISHED
Object James Croll
James Croll was a 19th-century Scottish scientist and self-taught glaciologist whose pioneering work on orbital variations and climate laid early foundations for modern ice age theory.
E538061 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: James Croll | Statement: [Milutin Milanković, influencedBy, James Croll]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Croll
Context triple: [Milutin Milanković, influencedBy, James Croll]
  • A. John Tyndall
    John Tyndall was a 19th-century Irish physicist known for his pioneering work on the scattering of light in the atmosphere and the absorption of infrared radiation by gases, which helped lay the foundations of climate science.
  • B. John Goodricke
    John Goodricke was an 18th-century English astronomer best known for his pioneering work on variable stars, particularly his study of Algol.
  • C. Archibald Geikie
    Archibald Geikie was a prominent 19th–20th century Scottish geologist known for his influential work on igneous rocks, geological mapping, and for serving as Director-General of the Geological Survey of the United Kingdom.
  • D. Norman Robert Pogson
    Norman Robert Pogson was a 19th-century English astronomer best known for defining the modern stellar magnitude scale and for his extensive observations and discoveries of asteroids and variable stars.
  • E. Edward Alderson
    Edward Alderson is a character in the television series "Mr. Robot," known as Elliot Alderson’s late father and a key figure whose past actions and legacy deeply influence Elliot’s life and psyche.
  • 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: James Croll
Triple: [Milutin Milanković, influencedBy, James Croll]
Generated description
James Croll was a 19th-century Scottish scientist and self-taught glaciologist whose pioneering work on orbital variations and climate laid early foundations for modern ice age theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Croll
Target entity description: James Croll was a 19th-century Scottish scientist and self-taught glaciologist whose pioneering work on orbital variations and climate laid early foundations for modern ice age theory.
  • A. John Tyndall
    John Tyndall was a 19th-century Irish physicist known for his pioneering work on the scattering of light in the atmosphere and the absorption of infrared radiation by gases, which helped lay the foundations of climate science.
  • B. John Goodricke
    John Goodricke was an 18th-century English astronomer best known for his pioneering work on variable stars, particularly his study of Algol.
  • C. Archibald Geikie
    Archibald Geikie was a prominent 19th–20th century Scottish geologist known for his influential work on igneous rocks, geological mapping, and for serving as Director-General of the Geological Survey of the United Kingdom.
  • D. Norman Robert Pogson
    Norman Robert Pogson was a 19th-century English astronomer best known for defining the modern stellar magnitude scale and for his extensive observations and discoveries of asteroids and variable stars.
  • E. Edward Alderson
    Edward Alderson is a character in the television series "Mr. Robot," known as Elliot Alderson’s late father and a key figure whose past actions and legacy deeply influence Elliot’s life and psyche.
  • 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_69c008295c808190acfe78915e7d656a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c023717c648190b5dee8c1c6510e6d completed March 22, 2026, 5:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04db8f1c4819097251039c09c5dda completed March 22, 2026, 8:14 p.m.
NEDg Description generation batch_69c04ee0ee6c81908f5959bdba54a7ec completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04fb8ddfc8190a95b86972e659403 completed March 22, 2026, 8:23 p.m.
Created at: March 22, 2026, 3:43 p.m.