Triple

T14592813
Position Surface form Disambiguated ID Type / Status
Subject Victoria Medal E342485 entity
Predicate hasNotableRecipient P108 FINISHED
Object Diana Liverman
Diana Liverman is a prominent environmental geographer known for her influential research on climate change, vulnerability, and sustainable development.
E1162752 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: Diana Liverman | Statement: [Victoria Medal, hasNotableRecipient, Diana Liverman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Diana Liverman
Context triple: [Victoria Medal, hasNotableRecipient, Diana Liverman]
  • A. Kathleen Wilhoite
    Kathleen Wilhoite is an American actress and singer-songwriter known for her character roles in film and television, including appearances in projects like "Lorenzo's Oil," "ER," and "Gilmore Girls."
  • B. Kathleen Snodgrass
    Kathleen Snodgrass is known as the spouse of Pulitzer Prize–winning American poet W. D. Snodgrass.
  • C. Diana Sowle
    Diana Sowle was an American actress best known for playing Charlie Bucket’s mother in the 1971 film "Willy Wonka & the Chocolate Factory."
  • D. Susan A. Houghton
    Susan A. Houghton was the wife of American inventor Elisha Otis, known for his development of the safety elevator.
  • E. Kaye V. Dowling
    Kaye V. Dowling was the wife of American film, radio, and television actor Hugh Marlowe.
  • 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: Diana Liverman
Triple: [Victoria Medal, hasNotableRecipient, Diana Liverman]
Generated description
Diana Liverman is a prominent environmental geographer known for her influential research on climate change, vulnerability, and sustainable development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Diana Liverman
Target entity description: Diana Liverman is a prominent environmental geographer known for her influential research on climate change, vulnerability, and sustainable development.
  • A. Kathleen Wilhoite
    Kathleen Wilhoite is an American actress and singer-songwriter known for her character roles in film and television, including appearances in projects like "Lorenzo's Oil," "ER," and "Gilmore Girls."
  • B. Kathleen Snodgrass
    Kathleen Snodgrass is known as the spouse of Pulitzer Prize–winning American poet W. D. Snodgrass.
  • C. Diana Sowle
    Diana Sowle was an American actress best known for playing Charlie Bucket’s mother in the 1971 film "Willy Wonka & the Chocolate Factory."
  • D. Susan A. Houghton
    Susan A. Houghton was the wife of American inventor Elisha Otis, known for his development of the safety elevator.
  • E. Kaye V. Dowling
    Kaye V. Dowling was the wife of American film, radio, and television actor Hugh Marlowe.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb43480d8819084a707e56da2c237 completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff3d379bc881908b7954c633787165 completed May 9, 2026, 1:57 p.m.
NEDg Description generation batch_69ff419dbffc8190bab9ae378e2f6858 completed May 9, 2026, 2:15 p.m.
NED2 Entity disambiguation (via description) batch_69ff41e95bf08190965a870acb72edb6 completed May 9, 2026, 2:17 p.m.
Created at: April 10, 2026, 1:24 a.m.