Triple

T17185916
Position Surface form Disambiguated ID Type / Status
Subject I Could Live in Hope E417107 entity
Predicate performerMember P22076 FINISHED
Object John Nichols
John Nichols is a musician known for his role in performing on the influential slowcore album "I Could Live in Hope."
 E1256355 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: John Nichols | Statement: [I Could Live in Hope, performerMember, John Nichols]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Nichols
Context triple: [I Could Live in Hope, performerMember, John Nichols]
  • A. John Nichols
    John Nichols is an American journalist and author known for his progressive political commentary and work with The Nation magazine.
  • B. John Nichols
    John Nichols is an American novelist best known for works such as "The Sterile Cuckoo" and his politically charged "New Mexico Trilogy."
  • C. John Nichols
    John Nichols is an American local politician serving as the mayor of College Station, Texas.
  • D. David Brock
    David Brock is an American political operative and media figure known for his transformation from conservative journalist to prominent liberal activist and founder of the media watchdog group Media Matters for America.
  • E. Tom Reese
    Tom Reese was an American character actor known for his tough-guy roles in numerous Westerns and television series from the 1950s through the 1980s.
  • 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: John Nichols
Triple: [I Could Live in Hope, performerMember, John Nichols]
Generated description
John Nichols is a musician known for his role in performing on the influential slowcore album "I Could Live in Hope."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Nichols
Target entity description: John Nichols is a musician known for his role in performing on the influential slowcore album "I Could Live in Hope."
  • A. John Nichols
    John Nichols is an American local politician serving as the mayor of College Station, Texas.
  • B. John Nichols
    John Nichols is an American journalist and author known for his progressive political commentary and work with The Nation magazine.
  • C. John Nichols
    John Nichols is an American novelist best known for works such as "The Sterile Cuckoo" and his politically charged "New Mexico Trilogy."
  • D. David Brock
    David Brock is an American political operative and media figure known for his transformation from conservative journalist to prominent liberal activist and founder of the media watchdog group Media Matters for America.
  • E. Tom Reese
    Tom Reese was an American character actor known for his tough-guy roles in numerous Westerns and television series from the 1950s through the 1980s.
  • 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_69d886d5f34c8190b24564dfaa63f3fb completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42d962b988190bdbba81ac63c7e6e completed April 19, 2026, 1:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a015fcc424081908a7e74df0523443e completed May 11, 2026, 4:49 a.m.
NEDg Description generation batch_6a016184e0c0819099320b32bc471cad completed May 11, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0162692420819097b99a71ec470861 completed May 11, 2026, 5 a.m.
Created at: April 10, 2026, 5:37 a.m.