Triple

T12438502
Position Surface form Disambiguated ID Type / Status
Subject Just Mercy E297209 entity
Predicate screenwriter P2831 FINISHED
Object Andrew Lanham
Andrew Lanham is an American screenwriter known for his collaborations with director Destin Daniel Cretton on acclaimed films such as "Just Mercy."
E1017269 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: Andrew Lanham | Statement: [Just Mercy, screenwriter, Andrew Lanham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrew Lanham
Context triple: [Just Mercy, screenwriter, Andrew Lanham]
  • A. Andrew Lamb
    Andrew Lamb is a name shared by several notable individuals, including professionals in fields such as engineering, music, and politics.
  • B. Chris Langham
    Chris Langham is a British actor, writer, and comedian best known for his work in television satire and comedy, including prominent roles in acclaimed UK series.
  • C. Richard Bristow
    Richard Bristow was a 16th-century English Catholic scholar and theologian who contributed to the development and annotation of the Douay–Rheims Bible.
  • D. John Hadden
    John Hadden is a theater artist and director best known as a co-founder of the Shakespeare & Company theater troupe.
  • E. Philip Latham
    Philip Latham was a British actor best known for his character roles in film and television, particularly in period dramas.
  • 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: Andrew Lanham
Triple: [Just Mercy, screenwriter, Andrew Lanham]
Generated description
Andrew Lanham is an American screenwriter known for his collaborations with director Destin Daniel Cretton on acclaimed films such as "Just Mercy."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrew Lanham
Target entity description: Andrew Lanham is an American screenwriter known for his collaborations with director Destin Daniel Cretton on acclaimed films such as "Just Mercy."
  • A. Andrew Lamb
    Andrew Lamb is a name shared by several notable individuals, including professionals in fields such as engineering, music, and politics.
  • B. Chris Langham
    Chris Langham is a British actor, writer, and comedian best known for his work in television satire and comedy, including prominent roles in acclaimed UK series.
  • C. Richard Bristow
    Richard Bristow was a 16th-century English Catholic scholar and theologian who contributed to the development and annotation of the Douay–Rheims Bible.
  • D. John Hadden
    John Hadden is a theater artist and director best known as a co-founder of the Shakespeare & Company theater troupe.
  • E. Philip Latham
    Philip Latham was a British actor best known for his character roles in film and television, particularly in period dramas.
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d8dc0f881908a3da736d8947ce1 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbb096d881908dfd2a7126632d96 completed May 3, 2026, 4:14 a.m.
NEDg Description generation batch_69f6cd3d5090819091b65f544ad139fd completed May 3, 2026, 4:21 a.m.
NED2 Entity disambiguation (via description) batch_69f6cdc8d52c819083717a455d589646 completed May 3, 2026, 4:23 a.m.
Created at: April 8, 2026, 9:55 p.m.