Triple

T17746623
Position Surface form Disambiguated ID Type / Status
Subject Buffy Summers E443005 entity
Predicate familyMember P566 FINISHED
Object Hank Summers
Hank Summers is the largely absentee father of Buffy Summers in the television series "Buffy the Vampire Slayer."
E1284733 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: Hank Summers | Statement: [Buffy Summers, familyMember, Hank Summers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hank Summers
Context triple: [Buffy Summers, familyMember, Hank Summers]
  • A. Nathan Summers
    Nathan Summers is a powerful time-traveling mutant from Marvel Comics, best known as the cybernetic soldier Cable and the son of Cyclops.
  • B. Scott Summers
    Scott Summers is a longtime leader of the X-Men, a mutant superhero who projects powerful optic blasts and is best known by his codename Cyclops.
  • C. Jono Grant
    Jono Grant is a British DJ, producer, and co-founder of the acclaimed trance and progressive group Above & Beyond.
  • D. Jonathan Lowell Spencer Storm
    Jonathan Lowell Spencer Storm is the real name of Johnny Storm, the Human Torch, a founding member of Marvel Comics' superhero team the Fantastic Four.
  • E. Jimi Simmons
    Jimi Simmons is a Native American activist known for his involvement in Indigenous rights and prison reform movements in the United States.
  • 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: Hank Summers
Triple: [Buffy Summers, familyMember, Hank Summers]
Generated description
Hank Summers is the largely absentee father of Buffy Summers in the television series "Buffy the Vampire Slayer."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hank Summers
Target entity description: Hank Summers is the largely absentee father of Buffy Summers in the television series "Buffy the Vampire Slayer."
  • A. Nathan Summers
    Nathan Summers is a powerful time-traveling mutant from Marvel Comics, best known as the cybernetic soldier Cable and the son of Cyclops.
  • B. Scott Summers
    Scott Summers is a longtime leader of the X-Men, a mutant superhero who projects powerful optic blasts and is best known by his codename Cyclops.
  • C. Jono Grant
    Jono Grant is a British DJ, producer, and co-founder of the acclaimed trance and progressive group Above & Beyond.
  • D. Jonathan Lowell Spencer Storm
    Jonathan Lowell Spencer Storm is the real name of Johnny Storm, the Human Torch, a founding member of Marvel Comics' superhero team the Fantastic Four.
  • E. Jimi Simmons
    Jimi Simmons is a Native American activist known for his involvement in Indigenous rights and prison reform movements in the United States.
  • 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_69d8b9ed3a2081909b2ec0d4dd2f4c37 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47ad26940819090696c2cb86fd606 completed April 19, 2026, 6:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a024300b5048190ba50198a7637441d completed May 11, 2026, 8:58 p.m.
NEDg Description generation batch_6a02449a76d8819099e72cd53f908255 completed May 11, 2026, 9:05 p.m.
NED2 Entity disambiguation (via description) batch_6a024530b5dc8190a4776863cc01babf completed May 11, 2026, 9:08 p.m.
Created at: April 10, 2026, 10:09 a.m.