Triple

T15133939
Position Surface form Disambiguated ID Type / Status
Subject Lud Foe E361502 entity
Predicate notableWork P4 FINISHED
Object In and Out
"In and Out" is a hard-hitting drill/rap track by Chicago rapper Lud Foe that helped raise his profile in the mid-2010s hip-hop scene.
 E1137914 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: In and Out | Statement: [Lud Foe, notableWork, In and Out]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: In and Out
Context triple: [Lud Foe, notableWork, In and Out]
  • A. Showing Out
    "Showing Out" is a track by hip-hop duo Clipse from their 2009 studio album "Til the Casket Drops."
  • B. Off & Out
    Off & Out is a musical project associated with producer and artist Last Last.
  • C. The Easy Way Out
    The Easy Way Out is a comic novel by Stephen McCauley that follows a gay man navigating family obligations, romantic entanglements, and personal indecision with wit and emotional insight.
  • D. The Outing
    The Outing is a short story by James Baldwin that explores themes of religion, sexuality, and identity among a group of Black churchgoers on a river excursion.
  • E. Let 'Em In
    "Let 'Em In" is a 1976 soft rock song by Paul McCartney and Wings, known for its laid-back groove, prominent use of bells, and lyrics that name-check various friends and family members.
  • 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: In and Out
Triple: [Lud Foe, notableWork, In and Out]
Generated description
"In and Out" is a hard-hitting drill/rap track by Chicago rapper Lud Foe that helped raise his profile in the mid-2010s hip-hop scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: In and Out
Target entity description: "In and Out" is a hard-hitting drill/rap track by Chicago rapper Lud Foe that helped raise his profile in the mid-2010s hip-hop scene.
  • A. Showing Out
    "Showing Out" is a track by hip-hop duo Clipse from their 2009 studio album "Til the Casket Drops."
  • B. Off & Out
    Off & Out is a musical project associated with producer and artist Last Last.
  • C. The Easy Way Out
    The Easy Way Out is a comic novel by Stephen McCauley that follows a gay man navigating family obligations, romantic entanglements, and personal indecision with wit and emotional insight.
  • D. The Outing
    The Outing is a short story by James Baldwin that explores themes of religion, sexuality, and identity among a group of Black churchgoers on a river excursion.
  • E. Let 'Em In
    "Let 'Em In" is a 1976 soft rock song by Paul McCartney and Wings, known for its laid-back groove, prominent use of bells, and lyrics that name-check various friends and family members.
  • 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_69d85a06450081909c5a14ea9851a15e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e005b29a4c819087f8818e3f5788f5 completed April 15, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69feb7fd3c448190b4b06fdc1ab2c6a7 completed May 9, 2026, 4:28 a.m.
NEDg Description generation batch_69feb8bb774481908272929358817440 completed May 9, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69feb9384b4c81909fe80dec3abc1659 completed May 9, 2026, 4:34 a.m.
Created at: April 10, 2026, 3:06 a.m.