Triple

T3898284
Position Surface form Disambiguated ID Type / Status
Subject Lauryn Hill E90425 entity
Predicate notableSong P4 FINISHED
Object Ex-Factor
"Ex-Factor" is a soulful, emotionally charged R&B song by Lauryn Hill from her acclaimed 1998 album "The Miseducation of Lauryn Hill," widely praised for its raw exploration of heartbreak and complex relationships.
 E398169 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: Ex-Factor | Statement: [Lauryn Hill, notableSong, Ex-Factor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ex-Factor
Context triple: [Lauryn Hill, notableSong, Ex-Factor]
  • A. The Xtra Factor
    The Xtra Factor is a companion television show that provided behind-the-scenes coverage, interviews, and additional commentary related to The X Factor talent competition.
  • B. McCool
    McCool is a surname of Irish origin borne by various notable individuals, including American astronaut William C. McCool.
  • C. Figan
    Figan is an individual known primarily through their familial relationship as the child of Flo.
  • D. Babyface
    Babyface is an American R&B singer, songwriter, and record producer renowned for crafting numerous hit songs and shaping the sound of contemporary R&B.
  • E. Babyface
    "Babyface" is a song by the Irish rock band U2 from their 1993 album *Zooropa*, noted for its atmospheric, electronic-influenced sound.
  • 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: Ex-Factor
Triple: [Lauryn Hill, notableSong, Ex-Factor]
Generated description
"Ex-Factor" is a soulful, emotionally charged R&B song by Lauryn Hill from her acclaimed 1998 album "The Miseducation of Lauryn Hill," widely praised for its raw exploration of heartbreak and complex relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ex-Factor
Target entity description: "Ex-Factor" is a soulful, emotionally charged R&B song by Lauryn Hill from her acclaimed 1998 album "The Miseducation of Lauryn Hill," widely praised for its raw exploration of heartbreak and complex relationships.
  • A. The Xtra Factor
    The Xtra Factor is a companion television show that provided behind-the-scenes coverage, interviews, and additional commentary related to The X Factor talent competition.
  • B. McCool
    McCool is a surname of Irish origin borne by various notable individuals, including American astronaut William C. McCool.
  • C. Figan
    Figan is an individual known primarily through their familial relationship as the child of Flo.
  • D. Babyface
    Babyface is an American R&B singer, songwriter, and record producer renowned for crafting numerous hit songs and shaping the sound of contemporary R&B.
  • E. Babyface
    "Babyface" is a song by the Irish rock band U2 from their 1993 album *Zooropa*, noted for its atmospheric, electronic-influenced sound.
  • 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_69aed95d315881908cbf1bf4a7215fbf completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeecd48b208190afaa62975805d087 completed March 9, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51ca0f72c819084726f631a947f8c completed March 14, 2026, 8:30 a.m.
NEDg Description generation batch_69b5207c0cfc8190aae16e8a88348679 completed March 14, 2026, 8:46 a.m.
NED2 Entity disambiguation (via description) batch_69b52163bf888190b38f87d22ecd200e completed March 14, 2026, 8:50 a.m.
Created at: March 9, 2026, 3:21 p.m.