Triple

T20436788
Position Surface form Disambiguated ID Type / Status
Subject Secret Story E501268 entity
Predicate hasPart P35 FINISHED
Object “Always and Forever”
“Always and Forever” is a component or segment of the French reality TV franchise *Secret Story*, likely serving as a themed feature or recurring element within the show.
 E1431405 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: “Always and Forever” | Statement: [Secret Story, hasPart, “Always and Forever”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “Always and Forever”
Context triple: [Secret Story, hasPart, “Always and Forever”]
  • A. Forever & Always
    "Forever & Always" is a country-pop breakup song by Taylor Swift, featured on her album "Fearless" and known for its emotional lyrics about a sudden end to a relationship.
  • B. Always & Forever
    "Always & Forever" is a song featured on the album "Flesh & Blood."
  • C. "Forever"
    "Forever" is a 1997 R&B album by American singer Bobby Brown that marked his return to music after several years away from the spotlight.
  • D. “Forever”
    “Forever” is a term commonly used to denote an unending or infinite duration of time.
  • E. "Always Yours"
    "Always Yours" is a 1974 pop single by English singer Gary Glitter, known for its glam rock style and chart success in the UK.
  • 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: “Always and Forever”
Triple: [Secret Story, hasPart, “Always and Forever”]
Generated description
“Always and Forever” is a component or segment of the French reality TV franchise *Secret Story*, likely serving as a themed feature or recurring element within the show.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “Always and Forever”
Target entity description: “Always and Forever” is a component or segment of the French reality TV franchise *Secret Story*, likely serving as a themed feature or recurring element within the show.
  • A. Forever & Always
    "Forever & Always" is a country-pop breakup song by Taylor Swift, featured on her album "Fearless" and known for its emotional lyrics about a sudden end to a relationship.
  • B. Always & Forever
    "Always & Forever" is a song featured on the album "Flesh & Blood."
  • C. "Forever"
    "Forever" is a 1997 R&B album by American singer Bobby Brown that marked his return to music after several years away from the spotlight.
  • D. “Forever”
    “Forever” is a term commonly used to denote an unending or infinite duration of time.
  • E. "Always Yours"
    "Always Yours" is a 1974 pop single by English singer Gary Glitter, known for its glam rock style and chart success in the UK.
  • 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_69e0b4ab3cfc8190ac9bf32e932316b1 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e685ef5fc8819089e3f97a63a52f86 completed April 20, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0883fb46d081909ac630cf1dca232a completed May 16, 2026, 2:49 p.m.
NEDg Description generation batch_6a0885ad2b0c8190970ea6631d2d06be completed May 16, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_6a08862f9da481909b2d7bf2f27522cc completed May 16, 2026, 2:58 p.m.
Created at: April 16, 2026, 11:31 a.m.