Triple

T22731208
Position Surface form Disambiguated ID Type / Status
Subject Michael Cudlitz E562137 entity
Predicate playedCharacter P1507 FINISHED
Object Abraham Ford
Abraham Ford is a tough, mustachioed former military sergeant and survivor in the television series "The Walking Dead," known for his blunt humor and combat skills.
E1551747 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: Abraham Ford | Statement: [Michael Cudlitz, playedCharacter, Abraham Ford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abraham Ford
Context triple: [Michael Cudlitz, playedCharacter, Abraham Ford]
  • A. Thomas Ford
    Thomas Ford was an American politician who served as the eighth governor of Illinois from 1842 to 1846.
  • B. Benson Ford
    Benson Ford was an American businessman and prominent member of the Ford family who held executive roles at Ford Motor Company in the mid-20th century.
  • C. Steven Meigs Ford
    Steven Meigs Ford is the son of former U.S. President Gerald Ford and First Lady Betty Ford.
  • D. William Prince Ford
    William Prince Ford was a 19th-century Louisiana plantation owner and Baptist minister best known as the first enslaver of Solomon Northup, whose memoir "Twelve Years a Slave" recounts Ford's role in his captivity.
  • E. Bob Ford
    Bob Ford was the outlaw and gang member historically known for killing the infamous American bandit Jesse James.
  • 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: Abraham Ford
Triple: [Michael Cudlitz, playedCharacter, Abraham Ford]
Generated description
Abraham Ford is a tough, mustachioed former military sergeant and survivor in the television series "The Walking Dead," known for his blunt humor and combat skills.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Abraham Ford
Target entity description: Abraham Ford is a tough, mustachioed former military sergeant and survivor in the television series "The Walking Dead," known for his blunt humor and combat skills.
  • A. Thomas Ford
    Thomas Ford was an American politician who served as the eighth governor of Illinois from 1842 to 1846.
  • B. Benson Ford
    Benson Ford was an American businessman and prominent member of the Ford family who held executive roles at Ford Motor Company in the mid-20th century.
  • C. Steven Meigs Ford
    Steven Meigs Ford is the son of former U.S. President Gerald Ford and First Lady Betty Ford.
  • D. William Prince Ford
    William Prince Ford was a 19th-century Louisiana plantation owner and Baptist minister best known as the first enslaver of Solomon Northup, whose memoir "Twelve Years a Slave" recounts Ford's role in his captivity.
  • E. Bob Ford
    Bob Ford was the outlaw and gang member historically known for killing the infamous American bandit Jesse James.
  • 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_69e24550859c81908727d91efc3a81b4 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1792de040819093aa904bf751a788 completed April 29, 2026, 3:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b8fc861608190b893143fa1731a44 completed May 18, 2026, 10:16 p.m.
NEDg Description generation batch_6a0b915f977081908597964dc1cfe02e completed May 18, 2026, 10:23 p.m.
NED2 Entity disambiguation (via description) batch_6a0b9226e2f88190835a9b80f9a096c7 completed May 18, 2026, 10:26 p.m.
Created at: April 17, 2026, 3:21 p.m.