Triple

T12036505
Position Surface form Disambiguated ID Type / Status
Subject Nancy Wheeler E286552 entity
Predicate hasFriend P8712 FINISHED
Object Barb Holland
Barb Holland is a loyal and cautious high school student from the TV series "Stranger Things," known for being Nancy Wheeler’s best friend and an early victim of the Upside Down.
E961079 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: Barb Holland | Statement: [Nancy Wheeler, hasFriend, Barb Holland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barb Holland
Context triple: [Nancy Wheeler, hasFriend, Barb Holland]
  • A. Wanda Frank
    Wanda Frank is an alternate alias of the Marvel Comics character Scarlet Witch, a powerful mutant sorceress known for her reality-warping abilities and complex role within the Avengers and X-Men mythos.
  • B. Vickie Castro
    Vickie Castro is a Chicana activist and educator known for her leadership role in the 1968 East Los Angeles student walkouts for educational reform.
  • C. Susan Gargan
    Susan Gargan is the wife of English comedian Peter Kay, known for maintaining a private life largely out of the public spotlight despite her husband's fame.
  • D. Marla Maples
    Marla Maples is an American actress and television personality best known for her high-profile marriage to businessman and future U.S. President Donald Trump in the 1990s.
  • E. Georgia Stitt
    Georgia Stitt is an American composer, lyricist, music director, and record producer known for her work in musical theatre and choral music.
  • 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: Barb Holland
Triple: [Nancy Wheeler, hasFriend, Barb Holland]
Generated description
Barb Holland is a loyal and cautious high school student from the TV series "Stranger Things," known for being Nancy Wheeler’s best friend and an early victim of the Upside Down.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barb Holland
Target entity description: Barb Holland is a loyal and cautious high school student from the TV series "Stranger Things," known for being Nancy Wheeler’s best friend and an early victim of the Upside Down.
  • A. Wanda Frank
    Wanda Frank is an alternate alias of the Marvel Comics character Scarlet Witch, a powerful mutant sorceress known for her reality-warping abilities and complex role within the Avengers and X-Men mythos.
  • B. Vickie Castro
    Vickie Castro is a Chicana activist and educator known for her leadership role in the 1968 East Los Angeles student walkouts for educational reform.
  • C. Susan Gargan
    Susan Gargan is the wife of English comedian Peter Kay, known for maintaining a private life largely out of the public spotlight despite her husband's fame.
  • D. Marla Maples
    Marla Maples is an American actress and television personality best known for her high-profile marriage to businessman and future U.S. President Donald Trump in the 1990s.
  • E. Georgia Stitt
    Georgia Stitt is an American composer, lyricist, music director, and record producer known for her work in musical theatre and choral music.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90408cbf0819093270c9833ef149a completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49d7d453c8190a27c5feca8f38991 completed May 1, 2026, 12:33 p.m.
NEDg Description generation batch_69f53d930714819080f92d223d930389 completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f56495830c8190ad5e1767f251b4c5 completed May 2, 2026, 2:42 a.m.
Created at: April 8, 2026, 9:47 p.m.