Triple

T7253061
Position Surface form Disambiguated ID Type / Status
Subject Great Principles of Computing E157651 entity
Predicate hasAuthor P4244 FINISHED
Object Craig H. Martell
Craig H. Martell is a computer scientist and author known for his contributions to computing education and principles of computer science.
 E689227 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: Craig H. Martell | Statement: [Great Principles of Computing, hasAuthor, Craig H. Martell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Craig H. Martell
Context triple: [Great Principles of Computing, hasAuthor, Craig H. Martell]
  • A. Craig A. Stough
    Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
  • B. Craig R. Baxley
    Craig R. Baxley is an American film and television director and former stunt coordinator known for his work on high-octane action projects in the 1980s and 1990s.
  • C. Timothy J. Sexton
    Timothy J. Sexton is an American screenwriter best known for co-writing the critically acclaimed dystopian film "Children of Men."
  • D. Todd E. Miller
    Todd E. Miller is a film editor known for his work on major action movies, including "Rambo: Last Blood."
  • E. Steven M. Tipton
    Steven M. Tipton is an American sociologist of religion and ethics known for his collaborative work on the role of religion and moral values in contemporary American life.
  • 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: Craig H. Martell
Triple: [Great Principles of Computing, hasAuthor, Craig H. Martell]
Generated description
Craig H. Martell is a computer scientist and author known for his contributions to computing education and principles of computer science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Craig H. Martell
Target entity description: Craig H. Martell is a computer scientist and author known for his contributions to computing education and principles of computer science.
  • A. Craig A. Stough
    Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
  • B. Craig R. Baxley
    Craig R. Baxley is an American film and television director and former stunt coordinator known for his work on high-octane action projects in the 1980s and 1990s.
  • C. Timothy J. Sexton
    Timothy J. Sexton is an American screenwriter best known for co-writing the critically acclaimed dystopian film "Children of Men."
  • D. Todd E. Miller
    Todd E. Miller is a film editor known for his work on major action movies, including "Rambo: Last Blood."
  • E. Steven M. Tipton
    Steven M. Tipton is an American sociologist of religion and ethics known for his collaborative work on the role of religion and moral values in contemporary American life.
  • 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_69c6882d81d4819085f7ff862951ee4f completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea9d41908190bb76c6a5b9d5b1a2 completed March 27, 2026, 8:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8f2ffec108190ab60b0777d97dd89 completed March 29, 2026, 9:38 a.m.
NEDg Description generation batch_69c8f39c8cdc81908918d6dc5948012e completed March 29, 2026, 9:40 a.m.
NED2 Entity disambiguation (via description) batch_69c8f46ab5ec819092508ddedc816c89 completed March 29, 2026, 9:44 a.m.
Created at: March 27, 2026, 2:56 p.m.