Triple

T11171153
Position Surface form Disambiguated ID Type / Status
Subject The Young Riders E264275 entity
Predicate executiveProducer P7225 FINISHED
Object Ed Spielman
Ed Spielman is an American screenwriter and television producer best known for creating the martial arts series "Kung Fu" and producing various action-adventure TV shows.
 E908893 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: Ed Spielman | Statement: [The Young Riders, executiveProducer, Ed Spielman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ed Spielman
Context triple: [The Young Riders, executiveProducer, Ed Spielman]
  • A. Eli Spielman
    Eli Spielman is a writer known for co-authoring work with renowned sportscaster Jim Nantz.
  • B. Ian Kahn
    Ian Kahn is an American actor best known for playing George Washington on the television series "Turn: Washington's Spies."
  • C. Richard Lipton
    Richard Lipton is an American computer scientist known for his influential work in theoretical computer science and cryptography, including contributions to complexity theory and algorithm design.
  • D. Michael Lehmann
    Michael Lehmann is an American film and television director best known for the dark comedy "Heathers" and various other Hollywood comedies.
  • E. Joel H. Spencer
    Joel H. Spencer is an American mathematician known for his pioneering work in probabilistic methods in combinatorics and discrete mathematics.
  • 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: Ed Spielman
Triple: [The Young Riders, executiveProducer, Ed Spielman]
Generated description
Ed Spielman is an American screenwriter and television producer best known for creating the martial arts series "Kung Fu" and producing various action-adventure TV shows.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ed Spielman
Target entity description: Ed Spielman is an American screenwriter and television producer best known for creating the martial arts series "Kung Fu" and producing various action-adventure TV shows.
  • A. Eli Spielman
    Eli Spielman is a writer known for co-authoring work with renowned sportscaster Jim Nantz.
  • B. Ian Kahn
    Ian Kahn is an American actor best known for playing George Washington on the television series "Turn: Washington's Spies."
  • C. Richard Lipton
    Richard Lipton is an American computer scientist known for his influential work in theoretical computer science and cryptography, including contributions to complexity theory and algorithm design.
  • D. Michael Lehmann
    Michael Lehmann is an American film and television director best known for the dark comedy "Heathers" and various other Hollywood comedies.
  • E. Joel H. Spencer
    Joel H. Spencer is an American mathematician known for his pioneering work in probabilistic methods in combinatorics and discrete mathematics.
  • 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_69d6aa9dafac8190bd90d2c74f661aa7 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e89660208190b1d9e91529f5d246 completed April 9, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69e463b155a08190b361b38a39d25b1f completed April 19, 2026, 5:10 a.m.
NEDg Description generation batch_69e46c37efec81908aa709587c37569d completed April 19, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69e47292cdd08190b05c4c8b09f4f918 completed April 19, 2026, 6:13 a.m.
Created at: April 8, 2026, 9:29 p.m.