Triple

T22206020
Position Surface form Disambiguated ID Type / Status
Subject Lee Hazlewood E548807 entity
Predicate spouse P13 FINISHED
Object Naomi Shackleford
Naomi Shackleford was the wife of American singer, songwriter, and producer Lee Hazlewood.
E1525550 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: Naomi Shackleford | Statement: [Lee Hazlewood, spouse, Naomi Shackleford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Naomi Shackleford
Context triple: [Lee Hazlewood, spouse, Naomi Shackleford]
  • A. Naomi Thomas
    Naomi Thomas is a fictional police officer and member of the investigative team in the British-French crime drama television series "Death in Paradise."
  • B. Naomi Buckner
    Naomi Buckner is a fictional character from the television series "Heroes," known as the mother of Micah Sanders.
  • C. Nadine Tolliver
    Nadine Tolliver is a key fictional character in the political drama series "Madam Secretary," serving as the capable and loyal chief of staff to Secretary of State Elizabeth McCord.
  • D. Shauna Fulton
    Shauna Fulton is a fictional character on the soap opera "The Bold and the Beautiful," known for her romantic entanglements and dramatic schemes in Los Angeles' fashion world.
  • E. Yvette Williams
    Yvette Williams was a pioneering New Zealand long jumper and Olympic gold medallist who became one of the country’s most celebrated track and field athletes of the 1950s.
  • 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: Naomi Shackleford
Triple: [Lee Hazlewood, spouse, Naomi Shackleford]
Generated description
Naomi Shackleford was the wife of American singer, songwriter, and producer Lee Hazlewood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Naomi Shackleford
Target entity description: Naomi Shackleford was the wife of American singer, songwriter, and producer Lee Hazlewood.
  • A. Naomi Thomas
    Naomi Thomas is a fictional police officer and member of the investigative team in the British-French crime drama television series "Death in Paradise."
  • B. Naomi Buckner
    Naomi Buckner is a fictional character from the television series "Heroes," known as the mother of Micah Sanders.
  • C. Nadine Tolliver
    Nadine Tolliver is a key fictional character in the political drama series "Madam Secretary," serving as the capable and loyal chief of staff to Secretary of State Elizabeth McCord.
  • D. Shauna Fulton
    Shauna Fulton is a fictional character on the soap opera "The Bold and the Beautiful," known for her romantic entanglements and dramatic schemes in Los Angeles' fashion world.
  • E. Yvette Williams
    Yvette Williams was a pioneering New Zealand long jumper and Olympic gold medallist who became one of the country’s most celebrated track and field athletes of the 1950s.
  • 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_69e11e3ecc7c8190b5f94cd8f42e9d37 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12b2868d88190af313b862fe9d8f2 completed April 28, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0aae64f6bc81908273eff7ade77706 completed May 18, 2026, 6:15 a.m.
NEDg Description generation batch_6a0ab035e30c8190bad42c2c4ce5af64 completed May 18, 2026, 6:22 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab0adfdd08190a6edc145bc3cb63e completed May 18, 2026, 6:24 a.m.
Created at: April 16, 2026, 8:36 p.m.