Triple

T7641972
Position Surface form Disambiguated ID Type / Status
Subject The Falcon and the Winter Soldier E173030 entity
Predicate creator P184 FINISHED
Object Malcolm Spellman
Malcolm Spellman is an American screenwriter and producer best known for his work on television series such as "Empire" and his prominent role in developing Marvel projects.
E683390 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: Malcolm Spellman | Statement: [The Falcon and the Winter Soldier, creator, Malcolm Spellman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malcolm Spellman
Context triple: [The Falcon and the Winter Soldier, creator, Malcolm Spellman]
  • A. John Spellman
    John Spellman was an American Republican politician who served as King County Executive before becoming the 18th governor of Washington state.
  • B. Harold Stabler
    Harold Stabler was a prominent British designer and craftsman known for his influential work in ceramics, metalwork, and architectural decoration in the early 20th century.
  • C. Leonard Strong
    Leonard Strong was an American character actor known for his frequent portrayals of Asian characters in mid-20th-century film and television.
  • D. Herbert Burns
    Herbert Burns is a Brazilian mixed martial artist and Brazilian jiu-jitsu specialist who has competed in major promotions such as the UFC.
  • E. John P. McHale
    John P. McHale is an individual notable enough to be specifically cited as a bearer of the surname McHale, though detailed public information about his life or achievements is limited.
  • 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: Malcolm Spellman
Triple: [The Falcon and the Winter Soldier, creator, Malcolm Spellman]
Generated description
Malcolm Spellman is an American screenwriter and producer best known for his work on television series such as "Empire" and his prominent role in developing Marvel projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malcolm Spellman
Target entity description: Malcolm Spellman is an American screenwriter and producer best known for his work on television series such as "Empire" and his prominent role in developing Marvel projects.
  • A. John Spellman
    John Spellman was an American Republican politician who served as King County Executive before becoming the 18th governor of Washington state.
  • B. Harold Stabler
    Harold Stabler was a prominent British designer and craftsman known for his influential work in ceramics, metalwork, and architectural decoration in the early 20th century.
  • C. Leonard Strong
    Leonard Strong was an American character actor known for his frequent portrayals of Asian characters in mid-20th-century film and television.
  • D. Herbert Burns
    Herbert Burns is a Brazilian mixed martial artist and Brazilian jiu-jitsu specialist who has competed in major promotions such as the UFC.
  • E. John P. McHale
    John P. McHale is an individual notable enough to be specifically cited as a bearer of the surname McHale, though detailed public information about his life or achievements is limited.
  • 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_69c6995360188190968ee57b72a1627f completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6facefbe08190882bd76cf3cd605e completed March 27, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8ac8fdfe88190a535bf050eff5abb completed March 29, 2026, 4:37 a.m.
NEDg Description generation batch_69c8aecf09cc8190ab7aacdc26eb20db completed March 29, 2026, 4:47 a.m.
NED2 Entity disambiguation (via description) batch_69c8af6d6d008190a0b291d2dfd1325f completed March 29, 2026, 4:49 a.m.
Created at: March 27, 2026, 3:58 p.m.