Triple

T15991820
Position Surface form Disambiguated ID Type / Status
Subject Craig Brewer E387848 entity
Predicate notableWork P4 FINISHED
Object The Poor & Hungry
The Poor & Hungry is a low-budget independent drama film written and directed by Craig Brewer that helped launch his filmmaking career.
 E1187277 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: The Poor & Hungry | Statement: [Craig Brewer, notableWork, The Poor & Hungry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Poor & Hungry
Context triple: [Craig Brewer, notableWork, The Poor & Hungry]
  • A. Faces of Hunger
    Faces of Hunger is a philosophical work by Onora O’Neill that examines global poverty, famine, and our ethical obligations to alleviate hunger.
  • B. The Poor
    The Poor is an Australian hard rock band known for its raw, high-energy sound and enduring presence in the country’s rock scene since the early 1990s.
  • C. Mouths to Feed
    "Mouths to Feed" is a track from Ludacris's Grammy-winning hip hop album "Release Therapy."
  • D. Down and Out
    "Down and Out" is a popular hip-hop track by rapper Cam'ron, known for its soulful production and standout status in his discography.
  • E. Starving
    "Starving" is a 2016 pop song by Hailee Steinfeld, produced in collaboration with Grey and featuring Zedd, that became a commercial hit and showcased her transition into mainstream music.
  • 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: The Poor & Hungry
Triple: [Craig Brewer, notableWork, The Poor & Hungry]
Generated description
The Poor & Hungry is a low-budget independent drama film written and directed by Craig Brewer that helped launch his filmmaking career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Poor & Hungry
Target entity description: The Poor & Hungry is a low-budget independent drama film written and directed by Craig Brewer that helped launch his filmmaking career.
  • A. Faces of Hunger
    Faces of Hunger is a philosophical work by Onora O’Neill that examines global poverty, famine, and our ethical obligations to alleviate hunger.
  • B. The Poor
    The Poor is an Australian hard rock band known for its raw, high-energy sound and enduring presence in the country’s rock scene since the early 1990s.
  • C. Mouths to Feed
    "Mouths to Feed" is a track from Ludacris's Grammy-winning hip hop album "Release Therapy."
  • D. Down and Out
    "Down and Out" is a popular hip-hop track by rapper Cam'ron, known for its soulful production and standout status in his discography.
  • E. Starving
    "Starving" is a 2016 pop song by Hailee Steinfeld, produced in collaboration with Grey and featuring Zedd, that became a commercial hit and showcased her transition into mainstream music.
  • 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_69d86daa562c81908aacc179c0fe8fb5 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e157844ed881908b42bfc1bb740d4e completed April 16, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffc3d3ef2881909213ff608192f1ef completed May 9, 2026, 11:31 p.m.
NEDg Description generation batch_69ffc47bce748190a651fff307aad88d completed May 9, 2026, 11:34 p.m.
NED2 Entity disambiguation (via description) batch_69ffc4e14e1881909210a78426546e88 completed May 9, 2026, 11:36 p.m.
Created at: April 10, 2026, 4:54 a.m.