Triple

T11666964
Position Surface form Disambiguated ID Type / Status
Subject Love Happy E277273 entity
Predicate writer P1360 FINISHED
Object Mac Benoff
Mac Benoff was an American screenwriter best known for his work on mid-20th-century film comedies.
E939347 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: Mac Benoff | Statement: [Love Happy, writer, Mac Benoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mac Benoff
Context triple: [Love Happy, writer, Mac Benoff]
  • A. Baron Corbin
    Baron Corbin is an American professional wrestler and former NFL player known for his villainous persona in WWE and multiple championship reigns.
  • B. The Miz
    The Miz is an American professional wrestler and media personality best known for his long-running career in WWE, where he has held multiple championships and starred in reality and film projects.
  • C. Kofi Kingston
    Kofi Kingston is a Ghanaian-American professional wrestler best known for his high-flying style and championship success in WWE, including a reign as WWE Champion.
  • D. Triple H
    Triple H is a legendary professional wrestler and WWE executive known for his multiple world championships, influential backstage role, and status as one of the defining figures of modern sports entertainment.
  • E. Bobby Lashley
    Bobby Lashley is an American professional wrestler and former mixed martial artist known for his powerhouse style and multiple world championship reigns in major wrestling promotions.
  • 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: Mac Benoff
Triple: [Love Happy, writer, Mac Benoff]
Generated description
Mac Benoff was an American screenwriter best known for his work on mid-20th-century film comedies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mac Benoff
Target entity description: Mac Benoff was an American screenwriter best known for his work on mid-20th-century film comedies.
  • A. Baron Corbin
    Baron Corbin is an American professional wrestler and former NFL player known for his villainous persona in WWE and multiple championship reigns.
  • B. The Miz
    The Miz is an American professional wrestler and media personality best known for his long-running career in WWE, where he has held multiple championships and starred in reality and film projects.
  • C. Kofi Kingston
    Kofi Kingston is a Ghanaian-American professional wrestler best known for his high-flying style and championship success in WWE, including a reign as WWE Champion.
  • D. Triple H
    Triple H is a legendary professional wrestler and WWE executive known for his multiple world championships, influential backstage role, and status as one of the defining figures of modern sports entertainment.
  • E. Bobby Lashley
    Bobby Lashley is an American professional wrestler and former mixed martial artist known for his powerhouse style and multiple world championship reigns in major wrestling promotions.
  • 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_69d6aafd0a448190b44da30af8c6c519 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a43f438081909da476294a057c38 completed April 10, 2026, 7:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef13b36ae4819096e6dfca23a69250 completed April 27, 2026, 7:43 a.m.
NEDg Description generation batch_69ef3550fae881909246cd4cca047a19 completed April 27, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69ef519f95488190b4b5a167aa930133 completed April 27, 2026, 12:08 p.m.
Created at: April 8, 2026, 9:39 p.m.