Triple

T11234632
Position Surface form Disambiguated ID Type / Status
Subject Demas E265910 entity
Predicate companionsMentionedWith P22642 FINISHED
Object Luke the beloved physician
Luke the beloved physician is a New Testament figure traditionally regarded as the author of the Gospel of Luke and the Acts of the Apostles, and a close companion of the apostle Paul.
E913076 NE FINISHED

How this triple was built (5 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: Luke the beloved physician | Statement: [Demas, companionsMentionedWith, Luke the beloved physician]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luke the beloved physician
Context triple: [Demas, companionsMentionedWith, Luke the beloved physician]
  • A. John the physician
    John the physician was a late 6th- to early 7th-century Roman medical practitioner known primarily as the father of Pope Boniface IV.
  • B. Lazarus Salii
    Lazarus Salii was a Palauan politician who served as President of Palau during the late 1980s, playing a key role in the country’s early years of self-governance.
  • C. Dr. James Kildare
    Dr. James Kildare is a fictional young physician featured in a popular series of medical films, radio programs, and television shows centered on his professional and personal challenges in the medical field.
  • D. Scribonius Rufus
    Scribonius Rufus was a member of the Roman gens Scribonia, an ancient patrician and plebeian family known for producing several notable magistrates and political figures during the Republic and early Empire.
  • E. Doctor Caius
    Doctor Caius is a comically hot-tempered French physician in Shakespeare’s play "The Merry Wives of Windsor," known for his exaggerated accent and farcical attempts at courtship and dueling.
  • 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: Luke the beloved physician
Triple: [Demas, companionsMentionedWith, Luke the beloved physician]
Generated description
Luke the beloved physician is a New Testament figure traditionally regarded as the author of the Gospel of Luke and the Acts of the Apostles, and a close companion of the apostle Paul.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luke the beloved physician
Target entity description: Luke the beloved physician is a New Testament figure traditionally regarded as the author of the Gospel of Luke and the Acts of the Apostles, and a close companion of the apostle Paul.
  • A. John the physician
    John the physician was a late 6th- to early 7th-century Roman medical practitioner known primarily as the father of Pope Boniface IV.
  • B. Lazarus Salii
    Lazarus Salii was a Palauan politician who served as President of Palau during the late 1980s, playing a key role in the country’s early years of self-governance.
  • C. Dr. James Kildare
    Dr. James Kildare is a fictional young physician featured in a popular series of medical films, radio programs, and television shows centered on his professional and personal challenges in the medical field.
  • D. Scribonius Rufus
    Scribonius Rufus was a member of the Roman gens Scribonia, an ancient patrician and plebeian family known for producing several notable magistrates and political figures during the Republic and early Empire.
  • E. Doctor Caius
    Doctor Caius is a comically hot-tempered French physician in Shakespeare’s play "The Merry Wives of Windsor," known for his exaggerated accent and farcical attempts at courtship and dueling.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: companionsMentionedWith
Context triple: [Demas, companionsMentionedWith, Luke the beloved physician]
  • A. wasCompanionOf
    Indicates that one entity accompanied or associated closely with another, typically as a partner, ally, or fellow participant over some period of time.
  • B. companionsCategory
    Indicates that one entity is classified under a specific category related to companions or companionship.
  • C. hasNumberOfCompanions
    Indicates the quantity of companions or associates that an entity has.
  • D. companionOf chosen
    Indicates that one entity serves as a companion or partner to another, typically accompanying or being closely associated with them.
  • E. associatedCharacters
    Indicates that two or more characters are linked or connected through some relationship, involvement, or relevance to each other.
  • F. None of above.

Provenance (6 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_69d6aac656d48190b275efaa7d6074ee completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e903b8ec81909f9c89776d35c650 completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ad56013481909f931505824e3b42 completed April 19, 2026, 10:24 a.m.
NEDg Description generation batch_69e4b12dd658819085c25d3edac2d66c completed April 19, 2026, 10:40 a.m.
NED2 Entity disambiguation (via description) batch_69e4b3e05b488190bf2e3810ba2f250e completed April 19, 2026, 10:52 a.m.
PD Predicate disambiguation batch_69d75cfdf7a88190aae21572e57ef208 completed April 9, 2026, 8:02 a.m.
Created at: April 8, 2026, 9:30 p.m.