Triple

T2090944
Position Surface form Disambiguated ID Type / Status
Subject Martin O'Malley E32666 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. John M. Lounge
    John M. Lounge was a NASA astronaut and engineer who flew on three Space Shuttle missions in the 1980s and early 1990s.
  • B. Joe Malone
    Joe Malone was a Canadian professional ice hockey forward and early star of the sport, renowned as one of the most prolific goal scorers of the pre-NHL era.
  • C. Neil Abercrombie
    Neil Abercrombie is an American politician and member of the Democratic Party who served as the seventh governor of Hawaii and previously represented the state in the U.S. House of Representatives.
  • D. Tom Corey
    Tom Corey is a refined, idealistic young Bostonian from an old-money family in William Dean Howells’s novel "The Rise of Silas Lapham," whose romantic and social entanglements highlight the tensions between class, morality, and ambition.
  • E. Gavin Polone
    Gavin Polone is an American film and television producer and talent manager known for his work on projects such as the thriller "Panic Room" and the TV series "Gilmore Girls."
  • 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. John M. Lounge
    John M. Lounge was a NASA astronaut and engineer who flew on three Space Shuttle missions in the 1980s and early 1990s.
  • B. Joe Malone
    Joe Malone was a Canadian professional ice hockey forward and early star of the sport, renowned as one of the most prolific goal scorers of the pre-NHL era.
  • C. Neil Abercrombie
    Neil Abercrombie is an American politician and member of the Democratic Party who served as the seventh governor of Hawaii and previously represented the state in the U.S. House of Representatives.
  • D. Tom Corey
    Tom Corey is a refined, idealistic young Bostonian from an old-money family in William Dean Howells’s novel "The Rise of Silas Lapham," whose romantic and social entanglements highlight the tensions between class, morality, and ambition.
  • E. Gavin Polone
    Gavin Polone is an American film and television producer and talent manager known for his work on projects such as the thriller "Panic Room" and the TV series "Gilmore Girls."
  • 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_69a885eba0708190999696a45cbec816 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abba7443448190a2642769d0b5fb93 completed March 7, 2026, 5:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2746fb3481909e0b7fdbd4748245 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae2868815881908d6163ab84060ec2 completed March 9, 2026, 1:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae28ce87c8819097e0b5dab045d9a1 completed March 9, 2026, 1:56 a.m.
Created at: March 4, 2026, 7:43 p.m.