Triple

T20031640
Position Surface form Disambiguated ID Type / Status
Subject Traci Lords E497140 entity
Predicate birthName P65 FINISHED
Object Nora Louise Kuzma
Nora Louise Kuzma is the birth name of Traci Lords, an American actress and former adult film performer who became known for her controversial underage involvement in the industry before transitioning to mainstream film and television.
 E1409095 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: Nora Louise Kuzma | Statement: [Traci Lords, birthName, Nora Louise Kuzma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nora Louise Kuzma
Context triple: [Traci Lords, birthName, Nora Louise Kuzma]
  • A. Nora Krecaun
    Nora Krecaun was the first wife of influential acting teacher and director Lee Strasberg.
  • B. Marion Kozak
    Marion Kozak is a Polish-born British human rights activist and academic, best known as the mother of UK politicians Ed and David Miliband.
  • C. Nora Ricci
    Nora Ricci was an Italian actress known for her work in mid-20th-century theater and film.
  • D. Mary Ann Winkowski
    Mary Ann Winkowski is a self-described real-life ghost whisperer and paranormal consultant whose experiences with spirits inspired the television series "Ghost Whisperer."
  • E. Renata Kallosh
    Renata Kallosh is a theoretical physicist known for her influential work in supergravity, string theory, and cosmology.
  • 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: Nora Louise Kuzma
Triple: [Traci Lords, birthName, Nora Louise Kuzma]
Generated description
Nora Louise Kuzma is the birth name of Traci Lords, an American actress and former adult film performer who became known for her controversial underage involvement in the industry before transitioning to mainstream film and television.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nora Louise Kuzma
Target entity description: Nora Louise Kuzma is the birth name of Traci Lords, an American actress and former adult film performer who became known for her controversial underage involvement in the industry before transitioning to mainstream film and television.
  • A. Nora Krecaun
    Nora Krecaun was the first wife of influential acting teacher and director Lee Strasberg.
  • B. Marion Kozak
    Marion Kozak is a Polish-born British human rights activist and academic, best known as the mother of UK politicians Ed and David Miliband.
  • C. Nora Ricci
    Nora Ricci was an Italian actress known for her work in mid-20th-century theater and film.
  • D. Mary Ann Winkowski
    Mary Ann Winkowski is a self-described real-life ghost whisperer and paranormal consultant whose experiences with spirits inspired the television series "Ghost Whisperer."
  • E. Renata Kallosh
    Renata Kallosh is a theoretical physicist known for her influential work in supergravity, string theory, and cosmology.
  • 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_69da627278c88190babe4297a9df1236 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66292a80c81908adf95766b3b4ac4 completed April 20, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0815faba4c81908e8f3f97ef72dea2 completed May 16, 2026, 7 a.m.
NEDg Description generation batch_6a08174e741081908917c18b62547842 completed May 16, 2026, 7:05 a.m.
NED2 Entity disambiguation (via description) batch_6a0817ada884819087624c3788d0c6e0 completed May 16, 2026, 7:07 a.m.
Created at: April 11, 2026, 3:36 p.m.