Triple

T34258
Position Surface form Disambiguated ID Type / Status
Subject Whitney Houston E681 entity
Predicate notableWork P4 FINISHED
Object How Will I Know
"How Will I Know" is a 1985 upbeat pop and dance song by Whitney Houston that became one of her signature hits and helped establish her as a major international star.
 E9345 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: How Will I Know | Statement: [Whitney Houston, notableWork, How Will I Know]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: How Will I Know
Context triple: [Whitney Houston, notableWork, How Will I Know]
  • A. All of Me
    "All of Me" is a 2013 piano-driven R&B ballad by John Legend that became one of his signature love songs and a global hit.
  • B. I Will Always Love You
    "I Will Always Love You" is a power ballad most famously performed by Whitney Houston, renowned for its emotional vocal delivery and massive global commercial success.
  • C. Once Again
    Once Again is John Legend's Grammy-winning second studio album, known for its soulful blend of R&B, pop, and neo-soul.
  • D. On My Own
    "On My Own" is a memoir by Eleanor Roosevelt in which she reflects on her life and public service following the death of President Franklin D. Roosevelt.
  • E. Just Whitney
    Just Whitney is Whitney Houston's fourth studio album, showcasing her powerful vocals in a mix of R&B, pop, and soul tracks released in the early 2000s.
  • 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: How Will I Know
Triple: [Whitney Houston, notableWork, How Will I Know]
Generated description
"How Will I Know" is a 1985 upbeat pop and dance song by Whitney Houston that became one of her signature hits and helped establish her as a major international star.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: How Will I Know
Target entity description: "How Will I Know" is a 1985 upbeat pop and dance song by Whitney Houston that became one of her signature hits and helped establish her as a major international star.
  • A. All of Me
    "All of Me" is a 2013 piano-driven R&B ballad by John Legend that became one of his signature love songs and a global hit.
  • B. I Will Always Love You
    "I Will Always Love You" is a power ballad most famously performed by Whitney Houston, renowned for its emotional vocal delivery and massive global commercial success.
  • C. Once Again
    Once Again is John Legend's Grammy-winning second studio album, known for its soulful blend of R&B, pop, and neo-soul.
  • D. On My Own
    "On My Own" is a memoir by Eleanor Roosevelt in which she reflects on her life and public service following the death of President Franklin D. Roosevelt.
  • E. Just Whitney
    Just Whitney is Whitney Houston's fourth studio album, showcasing her powerful vocals in a mix of R&B, pop, and soul tracks released in the early 2000s.
  • 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_69a2479dec388190967ba648663442c9 completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a2487952bc8190a94ce39c70799c70 completed Feb. 28, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69a266e34b548190a0fc4dea2cf37e52 completed Feb. 28, 2026, 3:54 a.m.
NEDg Description generation batch_69a267dae0ec819083d28c2eebd8d77c completed Feb. 28, 2026, 3:58 a.m.
NED2 Entity disambiguation (via description) batch_69a2687bfde0819083329156e36a4053 completed Feb. 28, 2026, 4:01 a.m.
Created at: Feb. 28, 2026, 1:44 a.m.