Triple

T16993267
Position Surface form Disambiguated ID Type / Status
Subject Full Force E412245 entity
Predicate notableSongWritten P8087 FINISHED
Object “I’m Real” (James Brown)
“I’m Real” is a 1988 funk and R&B single by James Brown that marked his late-career collaboration with the production team Full Force and blended classic soul with contemporary hip-hop influences.
 E1244023 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: “I’m Real” (James Brown) | Statement: [Full Force, notableSongWritten, “I’m Real” (James Brown)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “I’m Real” (James Brown)
Context triple: [Full Force, notableSongWritten, “I’m Real” (James Brown)]
  • A. “Baby, I’m for Real”
    “Baby, I’m for Real” is a classic 1969 soul ballad by The Originals, produced and co-written by Marvin Gaye, known for its rich harmonies and enduring popularity in Motown’s catalog.
  • B. “I’m Gonna Be There”
    “I’m Gonna Be There” is an R&B song written and produced by Shep Crawford, known for his work with prominent soul and R&B artists.
  • C. “Ain’t No Mountain High Enough”
    “Ain’t No Mountain High Enough” is a classic soul song, famously interpreted by Diana Ross, celebrated for its powerful vocals and uplifting message of unwavering devotion.
  • D. “I Got It Bad (and That Ain’t Good)”
    “I Got It Bad (and That Ain’t Good)” is a classic jazz standard composed by Duke Ellington with lyrics by Paul Francis Webster, widely recorded and performed since its 1941 debut.
  • E. I Know There’s Gonna Be (Good Times)
    "I Know There’s Gonna Be (Good Times)" is a 2015 dancehall-infused hip hop single by Jamie xx featuring Young Thug and Popcaan, known for its upbeat, summery vibe and prominent use of a classic reggae sample.
  • 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: “I’m Real” (James Brown)
Triple: [Full Force, notableSongWritten, “I’m Real” (James Brown)]
Generated description
“I’m Real” is a 1988 funk and R&B single by James Brown that marked his late-career collaboration with the production team Full Force and blended classic soul with contemporary hip-hop influences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “I’m Real” (James Brown)
Target entity description: “I’m Real” is a 1988 funk and R&B single by James Brown that marked his late-career collaboration with the production team Full Force and blended classic soul with contemporary hip-hop influences.
  • A. “Baby, I’m for Real”
    “Baby, I’m for Real” is a classic 1969 soul ballad by The Originals, produced and co-written by Marvin Gaye, known for its rich harmonies and enduring popularity in Motown’s catalog.
  • B. “I’m Gonna Be There”
    “I’m Gonna Be There” is an R&B song written and produced by Shep Crawford, known for his work with prominent soul and R&B artists.
  • C. “Ain’t No Mountain High Enough”
    “Ain’t No Mountain High Enough” is a classic soul song, famously interpreted by Diana Ross, celebrated for its powerful vocals and uplifting message of unwavering devotion.
  • D. “I Got It Bad (and That Ain’t Good)”
    “I Got It Bad (and That Ain’t Good)” is a classic jazz standard composed by Duke Ellington with lyrics by Paul Francis Webster, widely recorded and performed since its 1941 debut.
  • E. I Know There’s Gonna Be (Good Times)
    "I Know There’s Gonna Be (Good Times)" is a 2015 dancehall-infused hip hop single by Jamie xx featuring Young Thug and Popcaan, known for its upbeat, summery vibe and prominent use of a classic reggae sample.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d28535788190bdfcb6201a9024b5 completed April 18, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc16fbdc819095411a056b9942c3 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a00dc96a9588190b020fd7fd1deee2b completed May 10, 2026, 7:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0114e04e00819093805024f8417fad completed May 10, 2026, 11:29 p.m.
Created at: April 10, 2026, 5:32 a.m.