Triple

T9237546
Position Surface form Disambiguated ID Type / Status
Subject Look at Us E221974 entity
Predicate writer P1360 FINISHED
Object Max D. Barnes
Max D. Barnes was an American country music songwriter known for penning numerous hits for major artists throughout the 1970s, 1980s, and early 1990s.
 E792378 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: Max D. Barnes | Statement: [Look at Us, writer, Max D. Barnes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Max D. Barnes
Context triple: [Look at Us, writer, Max D. Barnes]
  • A. Grant Bardsley
    Grant Bardsley is a British voice actor best known for voicing the protagonist Taran in Disney’s animated film "The Black Cauldron."
  • B. Craig R. Baxley
    Craig R. Baxley is an American film and television director and former stunt coordinator known for his work on high-octane action projects in the 1980s and 1990s.
  • C. James Barnes
    James Barnes was a Union Army officer who served as a brigade and division commander in the V Corps during the American Civil War.
  • D. Jon A. McBride
    Jon A. McBride is a former NASA astronaut and U.S. Navy captain who piloted the Space Shuttle Challenger on the STS-41-G mission.
  • E. Gary D. Roach
    Gary D. Roach is a film editor known for his work on major feature films, including the Clint Eastwood-directed drama "Invictus."
  • 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: Max D. Barnes
Triple: [Look at Us, writer, Max D. Barnes]
Generated description
Max D. Barnes was an American country music songwriter known for penning numerous hits for major artists throughout the 1970s, 1980s, and early 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Max D. Barnes
Target entity description: Max D. Barnes was an American country music songwriter known for penning numerous hits for major artists throughout the 1970s, 1980s, and early 1990s.
  • A. Grant Bardsley
    Grant Bardsley is a British voice actor best known for voicing the protagonist Taran in Disney’s animated film "The Black Cauldron."
  • B. Craig R. Baxley
    Craig R. Baxley is an American film and television director and former stunt coordinator known for his work on high-octane action projects in the 1980s and 1990s.
  • C. James Barnes
    James Barnes was a Union Army officer who served as a brigade and division commander in the V Corps during the American Civil War.
  • D. Jon A. McBride
    Jon A. McBride is a former NASA astronaut and U.S. Navy captain who piloted the Space Shuttle Challenger on the STS-41-G mission.
  • E. Gary D. Roach
    Gary D. Roach is a film editor known for his work on major feature films, including the Clint Eastwood-directed drama "Invictus."
  • 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_69ca83ee26cc81909ac624e190597d6d completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccf09e553081909cf864635cfc5dcc completed April 1, 2026, 10:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0e351e7a08190b4abb8747a84871b completed April 4, 2026, 10:09 a.m.
NEDg Description generation batch_69d0e502b68081909a9f9476421ba9b5 completed April 4, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_69d0e5af7360819096c6295de0ce5f32 completed April 4, 2026, 10:19 a.m.
Created at: March 30, 2026, 7:29 p.m.