Triple

T22744751
Position Surface form Disambiguated ID Type / Status
Subject Mario Chalmers E562517 entity
Predicate fullName P16 FINISHED
Object Almario Vernard Chalmers
Almario Vernard Chalmers, better known as Mario Chalmers, is an American professional basketball player and two-time NBA champion who played a key role as point guard for the Miami Heat.
E1552575 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: Almario Vernard Chalmers | Statement: [Mario Chalmers, fullName, Almario Vernard Chalmers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Almario Vernard Chalmers
Context triple: [Mario Chalmers, fullName, Almario Vernard Chalmers]
  • A. Walter Chalmers
    Walter Chalmers is a politically ambitious and morally dubious district attorney in the 1968 crime thriller film "Bullitt."
  • B. William Isaac Chambers
    William Isaac Chambers was a 19th-century British architect best known for designing the Shah Jahan Mosque in Woking, one of the earliest purpose-built mosques in the United Kingdom.
  • C. William Chalmers
    William Chalmers was a Swedish merchant and philanthropist whose endowment led to the creation of the Chalmers University of Technology in Gothenburg.
  • D. Joseph Chilliams
    Joseph Chilliams is a Chicago-based rapper and member of the Pivot Gang collective, known for his witty, offbeat lyricism and collaborations within the city's hip-hop scene.
  • E. William Norrie
    William Norrie was a Canadian politician who served as the long-time mayor of Winnipeg, Manitoba.
  • 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: Almario Vernard Chalmers
Triple: [Mario Chalmers, fullName, Almario Vernard Chalmers]
Generated description
Almario Vernard Chalmers, better known as Mario Chalmers, is an American professional basketball player and two-time NBA champion who played a key role as point guard for the Miami Heat.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Almario Vernard Chalmers
Target entity description: Almario Vernard Chalmers, better known as Mario Chalmers, is an American professional basketball player and two-time NBA champion who played a key role as point guard for the Miami Heat.
  • A. Walter Chalmers
    Walter Chalmers is a politically ambitious and morally dubious district attorney in the 1968 crime thriller film "Bullitt."
  • B. William Isaac Chambers
    William Isaac Chambers was a 19th-century British architect best known for designing the Shah Jahan Mosque in Woking, one of the earliest purpose-built mosques in the United Kingdom.
  • C. William Chalmers
    William Chalmers was a Swedish merchant and philanthropist whose endowment led to the creation of the Chalmers University of Technology in Gothenburg.
  • D. Joseph Chilliams
    Joseph Chilliams is a Chicago-based rapper and member of the Pivot Gang collective, known for his witty, offbeat lyricism and collaborations within the city's hip-hop scene.
  • E. William Norrie
    William Norrie was a Canadian politician who served as the long-time mayor of Winnipeg, Manitoba.
  • 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_69e245513a5c81908d5cb471b4fc429d completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1797590f08190a784f73fcd27b101 completed April 29, 2026, 3:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b8fd41bcc81909e23e380bf834ca5 completed May 18, 2026, 10:16 p.m.
NEDg Description generation batch_6a0b93d4b8e08190a0542ffc42f12814 completed May 18, 2026, 10:33 p.m.
NED2 Entity disambiguation (via description) batch_6a0b94bbb9c88190a7ab0937d1b398a5 completed May 18, 2026, 10:37 p.m.
Created at: April 17, 2026, 3:23 p.m.