Triple

T13608798
Position Surface form Disambiguated ID Type / Status
Subject Sarah Hyland E325132 entity
Predicate film P9968 FINISHED
Object XOXO
XOXO is a 2016 ensemble drama film centered on a group of young people whose lives intersect at a massive electronic dance music festival.
 E1050575 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: XOXO | Statement: [Sarah Hyland, film, XOXO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: XOXO
Context triple: [Sarah Hyland, film, XOXO]
  • A. XO
    "XO" is a song by American singer Beyoncé, co-written and produced by Ryan Tedder, known for its atmospheric pop sound and emotive vocals.
  • B. XO
    XO is a Canadian record label and music collective co-founded by R&B artist The Weeknd, known for releasing much of his catalog and cultivating a dark, atmospheric sound.
  • C. XO
    XO is the internal codename Apple used during development of the Macintosh Classic personal computer.
  • D. XO
    XO is a critically acclaimed 1998 studio album by American singer-songwriter Elliott Smith, noted for its lush production and introspective, melancholic songwriting.
  • E. OX
    OX is the postcode area covering Oxford and its surrounding region in Oxfordshire, England.
  • 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: XOXO
Triple: [Sarah Hyland, film, XOXO]
Generated description
XOXO is a 2016 ensemble drama film centered on a group of young people whose lives intersect at a massive electronic dance music festival.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: XOXO
Target entity description: XOXO is a 2016 ensemble drama film centered on a group of young people whose lives intersect at a massive electronic dance music festival.
  • A. XO
    "XO" is a song by American singer Beyoncé, co-written and produced by Ryan Tedder, known for its atmospheric pop sound and emotive vocals.
  • B. XO
    XO is a Canadian record label and music collective co-founded by R&B artist The Weeknd, known for releasing much of his catalog and cultivating a dark, atmospheric sound.
  • C. XO
    XO is the internal codename Apple used during development of the Macintosh Classic personal computer.
  • D. XO
    XO is a critically acclaimed 1998 studio album by American singer-songwriter Elliott Smith, noted for its lush production and introspective, melancholic songwriting.
  • E. OX
    OX is the postcode area covering Oxford and its surrounding region in Oxfordshire, England.
  • 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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb07f462c8190b5b5e115d550037f completed April 12, 2026, 2:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f77f98286c8190a866b5edc21f1225 completed May 3, 2026, 5:02 p.m.
NEDg Description generation batch_69f78125632881908d601ee4c4aaae35 completed May 3, 2026, 5:08 p.m.
NED2 Entity disambiguation (via description) batch_69f781e32cb48190abc83e65405ac8ac completed May 3, 2026, 5:12 p.m.
Created at: April 9, 2026, 9:50 p.m.