Triple

T524520
Position Surface form Disambiguated ID Type / Status
Subject Keys E10888 entity
Predicate featuresArtist P1952 FINISHED
Object H.E.R.
H.E.R. is an American R&B singer-songwriter and multi-instrumentalist known for her soulful vocals, introspective lyrics, and Grammy-winning work.
 E78548 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: H.E.R. | Statement: [Keys, featuresArtist, H.E.R.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: H.E.R.
Context triple: [Keys, featuresArtist, H.E.R.]
  • A. SZA
    SZA is an American R&B singer-songwriter known for her introspective lyrics, genre-blending sound, and critically acclaimed albums like "Ctrl."
  • B. Jhené Aiko
    Jhené Aiko is an American singer and songwriter known for her ethereal vocals and introspective, R&B-influenced music.
  • C. Normani
    Normani is an American singer, dancer, and former Fifth Harmony member known for her dynamic R&B-pop music and highly choreographed performances.
  • D. Ariana Grande
    Ariana Grande is an American pop and R&B singer, songwriter, and actress known for her powerful, Mariah Carey–like vocal range and numerous chart-topping hits.
  • E. Maggie Rogers
    Maggie Rogers is a fictional African American maid and central character in the television miniseries "Backstairs at the White House," which dramatizes the lives of White House domestic staff across several U.S. presidencies.
  • 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: H.E.R.
Triple: [Keys, featuresArtist, H.E.R.]
Generated description
H.E.R. is an American R&B singer-songwriter and multi-instrumentalist known for her soulful vocals, introspective lyrics, and Grammy-winning work.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: H.E.R.
Target entity description: H.E.R. is an American R&B singer-songwriter and multi-instrumentalist known for her soulful vocals, introspective lyrics, and Grammy-winning work.
  • A. SZA
    SZA is an American R&B singer-songwriter known for her introspective lyrics, genre-blending sound, and critically acclaimed albums like "Ctrl."
  • B. Jhené Aiko
    Jhené Aiko is an American singer and songwriter known for her ethereal vocals and introspective, R&B-influenced music.
  • C. Normani
    Normani is an American singer, dancer, and former Fifth Harmony member known for her dynamic R&B-pop music and highly choreographed performances.
  • D. Ariana Grande
    Ariana Grande is an American pop and R&B singer, songwriter, and actress known for her powerful, Mariah Carey–like vocal range and numerous chart-topping hits.
  • E. Maggie Rogers
    Maggie Rogers is a fictional African American maid and central character in the television miniseries "Backstairs at the White House," which dramatizes the lives of White House domestic staff across several U.S. presidencies.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b656c08190b387f21b06d99e68 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a56930dfd88190a991adafc406c5ac completed March 2, 2026, 10:40 a.m.
NEDg Description generation batch_69a569bac3f8819083b153b73caf31c2 completed March 2, 2026, 10:43 a.m.
NED2 Entity disambiguation (via description) batch_69a56a51e1fc8190aa00945fff740927 completed March 2, 2026, 10:45 a.m.
Created at: Feb. 28, 2026, 1:12 p.m.