Triple

T23477601
Position Surface form Disambiguated ID Type / Status
Subject Numb3rs E570307 entity
Predicate character P662 FINISHED
Object Charlie Eppes
Charlie Eppes is a brilliant mathematician and FBI consultant who uses advanced mathematical models to help solve crimes in the television series "Numb3rs."
 E1590615 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: Charlie Eppes | Statement: [Numb3rs, character, Charlie Eppes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Charlie Eppes
Context triple: [Numb3rs, character, Charlie Eppes]
  • A. Alan Eppes
    Alan Eppes is a central character on the television series "Numb3rs," depicted as the wise and supportive father of FBI agent Don Eppes and math genius Charlie Eppes.
  • B. Don Eppes
    Don Eppes is a fictional FBI agent and one of the main characters in the television series "Numb3rs."
  • C. John Reese
    John Reese is a former CIA operative turned vigilante protagonist in the television series "Person of Interest," known for using his elite combat and surveillance skills to prevent violent crimes.
  • D. John Reese
    John Reese was a 19th-century pioneer and early settler in Nevada whose activities in the region led to the Reese River being named in his honor.
  • E. Walter Bishop
    Walter Bishop is a brilliant but mentally unstable scientist and key member of the investigative team in the science-fiction television series "Fringe."
  • 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: Charlie Eppes
Triple: [Numb3rs, character, Charlie Eppes]
Generated description
Charlie Eppes is a brilliant mathematician and FBI consultant who uses advanced mathematical models to help solve crimes in the television series "Numb3rs."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Charlie Eppes
Target entity description: Charlie Eppes is a brilliant mathematician and FBI consultant who uses advanced mathematical models to help solve crimes in the television series "Numb3rs."
  • A. Alan Eppes
    Alan Eppes is a central character on the television series "Numb3rs," depicted as the wise and supportive father of FBI agent Don Eppes and math genius Charlie Eppes.
  • B. Don Eppes
    Don Eppes is a fictional FBI agent and one of the main characters in the television series "Numb3rs."
  • C. John Reese
    John Reese is a former CIA operative turned vigilante protagonist in the television series "Person of Interest," known for using his elite combat and surveillance skills to prevent violent crimes.
  • D. John Reese
    John Reese was a 19th-century pioneer and early settler in Nevada whose activities in the region led to the Reese River being named in his honor.
  • E. Walter Bishop
    Walter Bishop is a brilliant but mentally unstable scientist and key member of the investigative team in the science-fiction television series "Fringe."
  • 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_69e245af8a88819084f2704f6d265a92 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a74dbea8819085ca84391039e7f7 completed April 29, 2026, 6:38 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf3ee01c8190a7e0d65b89c34d8f completed May 19, 2026, 10:07 p.m.
NEDg Description generation batch_6a0ce03e3fe48190b9611ab39255f655 completed May 19, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce07459948190a9465ce092155d64 completed May 19, 2026, 10:13 p.m.
Created at: April 17, 2026, 6:02 p.m.