Triple

T1847325
Position Surface form Disambiguated ID Type / Status
Subject Robert Hawking E41312 entity
Predicate familyName P18 FINISHED
Object Hawking
Hawking is a notable English surname most famously associated with theoretical physicist Stephen Hawking and his family.
E229136 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: Hawking | Statement: [Robert Hawking, familyName, Hawking]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hawking
Context triple: [Robert Hawking, familyName, Hawking]
  • A. Stephen Hawking
    Stephen Hawking was a renowned theoretical physicist and cosmologist best known for his work on black holes, Hawking radiation, and his popular science book "A Brief History of Time."
  • B. Frank Hawking
    Frank Hawking was the paternal grandfather of theoretical physicist Stephen Hawking and part of the Hawking family’s earlier English lineage.
  • C. Roger Penrose
    Roger Penrose is a British mathematical physicist and Nobel laureate renowned for his groundbreaking work on general relativity, black hole singularities, and the foundations of cosmology and consciousness.
  • D. Timothy Hawking
    Timothy Hawking is a British man best known as one of the sons of renowned theoretical physicist Stephen Hawking.
  • E. George Ellis
    George Ellis was a figure significant enough in local or regional history that the city of Ellis, Kansas, was named in his honor, likely for his contributions to the area's development or founding.
  • 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: Hawking
Triple: [Robert Hawking, familyName, Hawking]
Generated description
Hawking is a notable English surname most famously associated with theoretical physicist Stephen Hawking and his family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hawking
Target entity description: Hawking is a notable English surname most famously associated with theoretical physicist Stephen Hawking and his family.
  • A. Stephen Hawking
    Stephen Hawking was a renowned theoretical physicist and cosmologist best known for his work on black holes, Hawking radiation, and his popular science book "A Brief History of Time."
  • B. Frank Hawking
    Frank Hawking was the paternal grandfather of theoretical physicist Stephen Hawking and part of the Hawking family’s earlier English lineage.
  • C. Roger Penrose
    Roger Penrose is a British mathematical physicist and Nobel laureate renowned for his groundbreaking work on general relativity, black hole singularities, and the foundations of cosmology and consciousness.
  • D. Timothy Hawking
    Timothy Hawking is a British man best known as one of the sons of renowned theoretical physicist Stephen Hawking.
  • E. George Ellis
    George Ellis was a figure significant enough in local or regional history that the city of Ellis, Kansas, was named in his honor, likely for his contributions to the area's development or founding.
  • 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_69a88648cd44819093303206d96d76ad completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb052e0a8819091bbc0da0e0a20fb completed March 7, 2026, 4:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae1fc7f4988190931e58d2f95b9049 completed March 9, 2026, 1:18 a.m.
NEDg Description generation batch_69ae2078f5bc81909e4226e4f4188e87 completed March 9, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69ae2121a43481908ea6eef3d4e06407 completed March 9, 2026, 1:23 a.m.
Created at: March 4, 2026, 7:33 p.m.