Triple

T13078714
Position Surface form Disambiguated ID Type / Status
Subject Marsha Ambrosius E329644 entity
Predicate notableWork P4 FINISHED
Object Late Nights & Early Mornings
Late Nights & Early Mornings is the debut solo studio album by English R&B singer-songwriter Marsha Ambrosius, showcasing her soulful vocals and intimate, contemporary R&B style.
E1020128 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: Late Nights & Early Mornings | Statement: [Marsha Ambrosius, notableWork, Late Nights & Early Mornings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Late Nights & Early Mornings
Context triple: [Marsha Ambrosius, notableWork, Late Nights & Early Mornings]
  • A. Late Nights: The Album
    Late Nights: The Album is Jeremih's critically acclaimed R&B studio album known for its sensual, atmospheric production and hit singles like "Oui" and "Planez."
  • B. Late Nite
    Late Nite is a solo album by Journey guitarist Neal Schon that showcases his melodic rock guitar work outside the band’s catalog.
  • C. Too Many Mornings
    "Too Many Mornings" is a reflective ballad from Stephen Sondheim’s musical *Follies*, known for its poignant exploration of regret and lost love.
  • D. Evening Moods
    Evening Moods is a studio album by RatDog, the rock band led by Grateful Dead guitarist Bob Weir, showcasing their blend of rock, blues, and improvisational jam music.
  • E. Velvet Mornings
    "Velvet Mornings" is a romantic 1970s pop song by Greek singer Demis Roussos, known for its lush orchestration and his distinctive high, emotive vocals.
  • 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: Late Nights & Early Mornings
Triple: [Marsha Ambrosius, notableWork, Late Nights & Early Mornings]
Generated description
Late Nights & Early Mornings is the debut solo studio album by English R&B singer-songwriter Marsha Ambrosius, showcasing her soulful vocals and intimate, contemporary R&B style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Late Nights & Early Mornings
Target entity description: Late Nights & Early Mornings is the debut solo studio album by English R&B singer-songwriter Marsha Ambrosius, showcasing her soulful vocals and intimate, contemporary R&B style.
  • A. Late Nights: The Album
    Late Nights: The Album is Jeremih's critically acclaimed R&B studio album known for its sensual, atmospheric production and hit singles like "Oui" and "Planez."
  • B. Late Nite
    Late Nite is a solo album by Journey guitarist Neal Schon that showcases his melodic rock guitar work outside the band’s catalog.
  • C. Too Many Mornings
    "Too Many Mornings" is a reflective ballad from Stephen Sondheim’s musical *Follies*, known for its poignant exploration of regret and lost love.
  • D. Evening Moods
    Evening Moods is a studio album by RatDog, the rock band led by Grateful Dead guitarist Bob Weir, showcasing their blend of rock, blues, and improvisational jam music.
  • E. Velvet Mornings
    "Velvet Mornings" is a romantic 1970s pop song by Greek singer Demis Roussos, known for its lush orchestration and his distinctive high, emotive vocals.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d9811828448190ac6ddd3e9c221251 completed April 10, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d60aaac48190b5b724a19cad5279 completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6da9ed7bc8190b1a451ea2ada811d completed May 3, 2026, 5:18 a.m.
NED2 Entity disambiguation (via description) batch_69f6db6950b08190a868c9371ff0a34e completed May 3, 2026, 5:21 a.m.
Created at: April 9, 2026, 9:01 p.m.