Triple

T5107041
Position Surface form Disambiguated ID Type / Status
Subject David Chilton Phillips E115121 entity
Predicate notableStudent P4838 FINISHED
Object Louise Johnson
Louise Johnson was a pioneering British biochemist and crystallographer renowned for her groundbreaking work on protein structure and enzyme mechanisms.
E552442 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: Louise Johnson | Statement: [David Chilton Phillips, notableStudent, Louise Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louise Johnson
Context triple: [David Chilton Phillips, notableStudent, Louise Johnson]
  • A. Lorraine Baines
    Lorraine Baines is a central character in the "Back to the Future" film series, best known as Marty McFly’s mother whose teenage life in 1955 becomes the focus of his time-traveling adventures.
  • B. Lorraine Nicholson
    Lorraine Nicholson is an American actress and filmmaker known for roles in films like "Click" and "Soul Surfer" and for being the daughter of actor Jack Nicholson.
  • C. Jeanne Johnson
    Jeanne Johnson is known as the wife of American actor and voice actor Clancy Brown.
  • D. Genevieve Hughes
    Genevieve Hughes is known primarily as the sister of American Olympic figure skating champion Sarah Hughes.
  • E. Suzanne Johnson
    Suzanne Johnson is a member of the Johnson family, known primarily in relation to that family group.
  • 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: Louise Johnson
Triple: [David Chilton Phillips, notableStudent, Louise Johnson]
Generated description
Louise Johnson was a pioneering British biochemist and crystallographer renowned for her groundbreaking work on protein structure and enzyme mechanisms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louise Johnson
Target entity description: Louise Johnson was a pioneering British biochemist and crystallographer renowned for her groundbreaking work on protein structure and enzyme mechanisms.
  • A. Lorraine Baines
    Lorraine Baines is a central character in the "Back to the Future" film series, best known as Marty McFly’s mother whose teenage life in 1955 becomes the focus of his time-traveling adventures.
  • B. Lorraine Nicholson
    Lorraine Nicholson is an American actress and filmmaker known for roles in films like "Click" and "Soul Surfer" and for being the daughter of actor Jack Nicholson.
  • C. Jeanne Johnson
    Jeanne Johnson is known as the wife of American actor and voice actor Clancy Brown.
  • D. Genevieve Hughes
    Genevieve Hughes is known primarily as the sister of American Olympic figure skating champion Sarah Hughes.
  • E. Suzanne Johnson
    Suzanne Johnson is a member of the Johnson family, known primarily in relation to that family group.
  • 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_69bd4440b3348190be1251fd8b7951f1 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75a8ee7881908876859402911e5a completed March 20, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b0779eec81909793446efb2ce749 completed March 23, 2026, 3:16 a.m.
NEDg Description generation batch_69c0b1c9ebdc819089752d150b584a6f completed March 23, 2026, 3:21 a.m.
NED2 Entity disambiguation (via description) batch_69c0b27981848190a5b7c618044241b0 completed March 23, 2026, 3:24 a.m.
Created at: March 20, 2026, 1:41 p.m.