Triple

T17095163
Position Surface form Disambiguated ID Type / Status
Subject Hughes family E414827 entity
Predicate hasNotableMember P304 FINISHED
Object Don Hughes
Don Hughes is a notable member of the Hughes family, recognized for his prominence within that lineage.
E1303180 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: Don Hughes | Statement: [Hughes family, hasNotableMember, Don Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Don Hughes
Context triple: [Hughes family, hasNotableMember, Don Hughes]
  • A. Al Hughes
    Al Hughes is the central character of the 1986 sitcom "The Redd Foxx Show," portrayed as a middle-aged man navigating family, work, and comedic everyday challenges.
  • B. Jimmy Hughes
    Jimmy Hughes is a central character on the sitcom "Yes, Dear," portrayed as a well-meaning but often overwhelmed young father and husband navigating everyday family chaos.
  • C. Raymond Hughes
    Raymond Hughes is a costume designer best known for his work on the 1985 fantasy film "Return to Oz."
  • D. James Huggins
    James Huggins is an American actor and producer best known as the husband of actress Penelope Ann Miller.
  • E. Timothy Hughes
    Timothy Hughes is a relatively common personal name that may refer to multiple individuals across different fields, including politics, religion, and the arts.
  • 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: Don Hughes
Triple: [Hughes family, hasNotableMember, Don Hughes]
Generated description
Don Hughes is a notable member of the Hughes family, recognized for his prominence within that lineage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Don Hughes
Target entity description: Don Hughes is a notable member of the Hughes family, recognized for his prominence within that lineage.
  • A. Al Hughes
    Al Hughes is the central character of the 1986 sitcom "The Redd Foxx Show," portrayed as a middle-aged man navigating family, work, and comedic everyday challenges.
  • B. Jimmy Hughes
    Jimmy Hughes is a central character on the sitcom "Yes, Dear," portrayed as a well-meaning but often overwhelmed young father and husband navigating everyday family chaos.
  • C. Raymond Hughes
    Raymond Hughes is a costume designer best known for his work on the 1985 fantasy film "Return to Oz."
  • D. James Huggins
    James Huggins is an American actor and producer best known as the husband of actress Penelope Ann Miller.
  • E. Timothy Hughes
    Timothy Hughes is a relatively common personal name that may refer to multiple individuals across different fields, including politics, religion, and the arts.
  • 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_69d886cfc8e88190b05ba466edd35591 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3dbfc9158819081689d3d594a1908 completed April 18, 2026, 7:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a034996dbf48190a2615ca0dc242733 completed May 12, 2026, 3:39 p.m.
NEDg Description generation batch_6a034c04b0a48190bb3996dd1a0872d2 completed May 12, 2026, 3:49 p.m.
NED2 Entity disambiguation (via description) batch_6a034ccc5a8081908f388c68ad205374 completed May 12, 2026, 3:52 p.m.
Created at: April 10, 2026, 5:35 a.m.