Triple

T18576977
Position Surface form Disambiguated ID Type / Status
Subject Barry Lopez E454010 entity
Predicate spouse P13 FINISHED
Object Debra Gwartney
Debra Gwartney is an American memoirist and nonfiction writer known for works such as "Live Through This" and for her involvement in literary and environmental writing communities.
E1350879 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: Debra Gwartney | Statement: [Barry Lopez, spouse, Debra Gwartney]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Debra Gwartney
Context triple: [Barry Lopez, spouse, Debra Gwartney]
  • A. Debra Gillett
    Debra Gillett is a British actress known for her work in theatre, film, and television, as well as her long-standing collaboration and marriage with playwright and director Patrick Marber.
  • B. Melinda M. Snodgrass
    Melinda M. Snodgrass is an American science fiction author and screenwriter, best known for her work on the Wild Cards shared-world series and for writing for Star Trek: The Next Generation.
  • C. Kathleen Snodgrass
    Kathleen Snodgrass is known as the spouse of Pulitzer Prize–winning American poet W. D. Snodgrass.
  • D. Peggy Eisenhauer
    Peggy Eisenhauer is a renowned American lighting designer known for her acclaimed work on Broadway productions and collaborations with top theater artists.
  • E. Marcia Rieke
    Marcia Rieke is an American astronomer renowned for her leadership in infrared instrumentation and her key role in developing the James Webb Space Telescope.
  • 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: Debra Gwartney
Triple: [Barry Lopez, spouse, Debra Gwartney]
Generated description
Debra Gwartney is an American memoirist and nonfiction writer known for works such as "Live Through This" and for her involvement in literary and environmental writing communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Debra Gwartney
Target entity description: Debra Gwartney is an American memoirist and nonfiction writer known for works such as "Live Through This" and for her involvement in literary and environmental writing communities.
  • A. Debra Gillett
    Debra Gillett is a British actress known for her work in theatre, film, and television, as well as her long-standing collaboration and marriage with playwright and director Patrick Marber.
  • B. Melinda M. Snodgrass
    Melinda M. Snodgrass is an American science fiction author and screenwriter, best known for her work on the Wild Cards shared-world series and for writing for Star Trek: The Next Generation.
  • C. Kathleen Snodgrass
    Kathleen Snodgrass is known as the spouse of Pulitzer Prize–winning American poet W. D. Snodgrass.
  • D. Peggy Eisenhauer
    Peggy Eisenhauer is a renowned American lighting designer known for her acclaimed work on Broadway productions and collaborations with top theater artists.
  • E. Marcia Rieke
    Marcia Rieke is an American astronomer renowned for her leadership in infrared instrumentation and her key role in developing the James Webb Space Telescope.
  • 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_69d8d38974308190a9174430ef256b73 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e543cc94f081909b76c3d488ed5637 completed April 19, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a059fa6434c8190b766e79a4165947c completed May 14, 2026, 10:10 a.m.
NEDg Description generation batch_6a05a161c8e88190a6f9c9abe3314487 completed May 14, 2026, 10:18 a.m.
NED2 Entity disambiguation (via description) batch_6a05a1cb500481908608daee7537dd0c completed May 14, 2026, 10:19 a.m.
Created at: April 10, 2026, 11:43 a.m.