Triple

T14104901
Position Surface form Disambiguated ID Type / Status
Subject Souled Out E339479 entity
Predicate hasPart P35 FINISHED
Object Limbo Limbo Limbo
"Limbo Limbo Limbo" is a track by American singer Jhené Aiko from her debut studio album "Souled Out," blending ethereal R&B production with introspective, spiritual lyricism.
E1080932 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: Limbo Limbo Limbo | Statement: [Souled Out, hasPart, Limbo Limbo Limbo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Limbo Limbo Limbo
Context triple: [Souled Out, hasPart, Limbo Limbo Limbo]
  • A. No Limits
    No Limits is a promotional slogan used by the premium television network Showtime to convey its brand identity of boundary-pushing, unrestricted entertainment.
  • B. All Limbs Are
    "All Limbs Are" is a track from Esperanza Spalding’s experimental jazz album *12 Little Spells*, blending intricate vocals with genre-blurring instrumentation.
  • C. "No Limit"
    "No Limit" is a 1993 Eurodance anthem by 2 Unlimited, widely recognized for its repetitive "No no, no no no no" hook and status as one of the genre's most iconic hits.
  • D. Imagina
    Imagina of Isenburg-Limburg was a medieval German noblewoman from the House of Isenburg who became Queen consort of Germany through her marriage to King Adolf of Nassau.
  • E. No Limit
    "No Limit" is a hit hip-hop single by Usher featuring Young Thug, known for its trap-influenced production and reference to Master P’s No Limit Records.
  • 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: Limbo Limbo Limbo
Triple: [Souled Out, hasPart, Limbo Limbo Limbo]
Generated description
"Limbo Limbo Limbo" is a track by American singer Jhené Aiko from her debut studio album "Souled Out," blending ethereal R&B production with introspective, spiritual lyricism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Limbo Limbo Limbo
Target entity description: "Limbo Limbo Limbo" is a track by American singer Jhené Aiko from her debut studio album "Souled Out," blending ethereal R&B production with introspective, spiritual lyricism.
  • A. No Limits
    No Limits is a promotional slogan used by the premium television network Showtime to convey its brand identity of boundary-pushing, unrestricted entertainment.
  • B. All Limbs Are
    "All Limbs Are" is a track from Esperanza Spalding’s experimental jazz album *12 Little Spells*, blending intricate vocals with genre-blurring instrumentation.
  • C. "No Limit"
    "No Limit" is a 1993 Eurodance anthem by 2 Unlimited, widely recognized for its repetitive "No no, no no no no" hook and status as one of the genre's most iconic hits.
  • D. Imagina
    Imagina of Isenburg-Limburg was a medieval German noblewoman from the House of Isenburg who became Queen consort of Germany through her marriage to King Adolf of Nassau.
  • E. No Limit
    "No Limit" is a hit hip-hop single by Usher featuring Young Thug, known for its trap-influenced production and reference to Master P’s No Limit Records.
  • 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_69d81c69b5c8819094aa1abf18302908 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5fbd02888190bf07fd6d8769b61c completed April 14, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcd0b48e448190b4fb8cb33e5d97e6 completed May 7, 2026, 5:49 p.m.
NEDg Description generation batch_69fcd288bd5881908f6a442201c5beea completed May 7, 2026, 5:57 p.m.
NED2 Entity disambiguation (via description) batch_69fcd3ad7be8819094fc71c9f44fb4cb completed May 7, 2026, 6:02 p.m.
Created at: April 9, 2026, 10:22 p.m.