Triple

T9563560
Position Surface form Disambiguated ID Type / Status
Subject Martin O'Malley E230733 entity
Predicate twitterUsername P2943 FINISHED
Object MartinOMalley
Martin O'Malley is an American politician and former governor of Maryland who also served as mayor of Baltimore and ran for the Democratic presidential nomination in 2016.
 E230733 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: MartinOMalley | Statement: [Martin O'Malley, twitterUsername, MartinOMalley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MartinOMalley
Context triple: [Martin O'Malley, twitterUsername, MartinOMalley]
  • A. Mark Curry
    Mark Curry is an American stand-up comedian and actor best known for starring in the 1990s sitcom "Hangin' with Mr. Cooper."
  • B. Mark Curry
    Mark Curry is an American rapper best known for his association with Bad Boy Records and his guest appearance on the hit single "Bad Boy for Life."
  • C. Dean Sampson
    Dean Sampson is the arrogant, manipulative antagonist in the teen romantic comedy film "She's All That."
  • D. Robert Stivers
    Robert Stivers is an American Republican politician who serves as the President of the Kentucky Senate and has been a key legislative leader in the state.
  • E. Mark Dindal
    Mark Dindal is an American film director and animator best known for his work on animated features such as Disney’s "The Emperor’s New Groove" and "Chicken Little."
  • 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: MartinOMalley
Triple: [Martin O'Malley, twitterUsername, MartinOMalley]
Generated description
Martin O'Malley is an American politician and former governor of Maryland who also served as mayor of Baltimore and ran for the Democratic presidential nomination in 2016.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MartinOMalley
Target entity description: Martin O'Malley is an American politician and former governor of Maryland who also served as mayor of Baltimore and ran for the Democratic presidential nomination in 2016.
  • A. MartinOMalley chosen
    Martin O'Malley is an American politician and former Governor of Maryland who also served as mayor of Baltimore and ran for the Democratic presidential nomination in 2016.
  • B. Mark Curry
    Mark Curry is an American stand-up comedian and actor best known for starring in the 1990s sitcom "Hangin' with Mr. Cooper."
  • C. Mark Curry
    Mark Curry is an American rapper best known for his association with Bad Boy Records and his guest appearance on the hit single "Bad Boy for Life."
  • D. Dean Sampson
    Dean Sampson is the arrogant, manipulative antagonist in the teen romantic comedy film "She's All That."
  • E. Robert Stivers
    Robert Stivers is an American Republican politician who serves as the President of the Kentucky Senate and has been a key legislative leader in the state.
  • F. None of above.

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_69ca847e53a88190a60eed7e02257f10 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9968b8608190b3078fe5764f0a69 completed April 1, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69d152a56f0481908f36df2d4d1291f2 completed April 4, 2026, 6:04 p.m.
NEDg Description generation batch_69d15620742481909cb17de46f1e5d1c completed April 4, 2026, 6:19 p.m.
NED2 Entity disambiguation (via description) batch_69d156c815fc819088239d154460102a completed April 4, 2026, 6:22 p.m.
Created at: March 30, 2026, 8:04 p.m.