Triple

T3230019
Position Surface form Disambiguated ID Type / Status
Subject La Toya Jackson E67715 entity
Predicate notableWork P4 FINISHED
Object Starting Over (EP)
Starting Over (EP) is a music release by American singer La Toya Jackson that reflects her personal and professional comeback.
 E340720 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: Starting Over (EP) | Statement: [La Toya Jackson, notableWork, Starting Over (EP)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Starting Over (EP)
Context triple: [La Toya Jackson, notableWork, Starting Over (EP)]
  • A. Far from Over
    "Far from Over" is a 1983 rock song by Frank Stallone that gained popularity as part of the soundtrack for the film "Staying Alive."
  • B. Over and Over
    "Over and Over" is a 2004 country-rap crossover single by American rapper Nelly featuring Tim McGraw that became a major international hit.
  • C. Forever Is Over
    "Forever Is Over" is a pop song by British-Irish girl group The Saturdays, released as one of their prominent singles in the late 2000s.
  • D. Never Really Over
    "Never Really Over" is a 2019 electropop single by American singer Katy Perry that explores the lingering emotions of a past relationship.
  • E. If It's Over
    "If It's Over" is a soulful ballad by Mariah Carey, co-written with Carole King, known for its powerful vocals and emotional depth.
  • 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: Starting Over (EP)
Triple: [La Toya Jackson, notableWork, Starting Over (EP)]
Generated description
Starting Over (EP) is a music release by American singer La Toya Jackson that reflects her personal and professional comeback.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Starting Over (EP)
Target entity description: Starting Over (EP) is a music release by American singer La Toya Jackson that reflects her personal and professional comeback.
  • A. Far from Over
    "Far from Over" is a 1983 rock song by Frank Stallone that gained popularity as part of the soundtrack for the film "Staying Alive."
  • B. Over and Over
    "Over and Over" is a 2004 country-rap crossover single by American rapper Nelly featuring Tim McGraw that became a major international hit.
  • C. Forever Is Over
    "Forever Is Over" is a pop song by British-Irish girl group The Saturdays, released as one of their prominent singles in the late 2000s.
  • D. Never Really Over
    "Never Really Over" is a 2019 electropop single by American singer Katy Perry that explores the lingering emotions of a past relationship.
  • E. If It's Over
    "If It's Over" is a soulful ballad by Mariah Carey, co-written with Carole King, known for its powerful vocals and emotional depth.
  • 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_69ad858c61888190a31196310d9b30b5 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaeb826588190a93bcfb1242310e7 completed March 8, 2026, 5:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2772e3e2081908dec43f8e4a2fb51 completed March 12, 2026, 8:19 a.m.
NEDg Description generation batch_69b27b9e39f881909627b004494856e2 completed March 12, 2026, 8:38 a.m.
NED2 Entity disambiguation (via description) batch_69b27bf5514081909418ba6740240c0a completed March 12, 2026, 8:40 a.m.
Created at: March 8, 2026, 3:08 p.m.