Triple

T16261320
Position Surface form Disambiguated ID Type / Status
Subject Hard to Forget E394759 entity
Predicate writer P1360 FINISHED
Object Russ Hull
Russ Hull is an author best known for writing the work titled "Hard to Forget."
 E1233939 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: Russ Hull | Statement: [Hard to Forget, writer, Russ Hull]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Russ Hull
Context triple: [Hard to Forget, writer, Russ Hull]
  • A. Brian Hull
    Brian Hull is an American voice actor and impressionist best known for his animated character impressions and for voicing Dracula in the film "Hotel Transylvania: Transformania."
  • B. Kent Hull
    Kent Hull was an American football center best known for anchoring the Buffalo Bills’ offensive line during their early 1990s Super Bowl runs.
  • C. Dennis Hull
    Dennis Hull is a former Canadian professional ice hockey left winger who played primarily for the Chicago Black Hawks in the NHL and is the younger brother of Hall of Famer Bobby Hull.
  • D. Ben Haggerty
    Ben Haggerty, better known by his stage name Macklemore, is an American rapper and songwriter recognized for hits like "Thrift Shop" and "Can't Hold Us."
  • E. Gary Holton
    Gary Holton was an English actor and singer best known for playing the lovable rogue Wayne in the television series "Auf Wiedersehen, Pet."
  • 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: Russ Hull
Triple: [Hard to Forget, writer, Russ Hull]
Generated description
Russ Hull is an author best known for writing the work titled "Hard to Forget."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Russ Hull
Target entity description: Russ Hull is an author best known for writing the work titled "Hard to Forget."
  • A. Brian Hull
    Brian Hull is an American voice actor and impressionist best known for his animated character impressions and for voicing Dracula in the film "Hotel Transylvania: Transformania."
  • B. Kent Hull
    Kent Hull was an American football center best known for anchoring the Buffalo Bills’ offensive line during their early 1990s Super Bowl runs.
  • C. Dennis Hull
    Dennis Hull is a former Canadian professional ice hockey left winger who played primarily for the Chicago Black Hawks in the NHL and is the younger brother of Hall of Famer Bobby Hull.
  • D. Ben Haggerty
    Ben Haggerty, better known by his stage name Macklemore, is an American rapper and songwriter recognized for hits like "Thrift Shop" and "Can't Hold Us."
  • E. Gary Holton
    Gary Holton was an English actor and singer best known for playing the lovable rogue Wayne in the television series "Auf Wiedersehen, Pet."
  • 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_69d87f221d8081909b0b2063e7528ba2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e245c4a0b08190af3574f087205afc completed April 17, 2026, 2:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00aae0f87c819085ebc7d475ebe8ba completed May 10, 2026, 3:57 p.m.
NEDg Description generation batch_6a00aba5fb388190ab98a0c8ee50340b completed May 10, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_6a00ac54a11c81909afe9244e9fe0656 completed May 10, 2026, 4:03 p.m.
Created at: April 10, 2026, 5:04 a.m.