Triple

T3539970
Position Surface form Disambiguated ID Type / Status
Subject Conservative–Liberal Democrat coalition government E74859 entity
Predicate chiefSecretaryToTheTreasury P48768 FINISHED
Object Danny Alexander
Danny Alexander is a Scottish Liberal Democrat politician who served as Chief Secretary to the Treasury in the UK coalition government from 2010 to 2015.
E366806 NE FINISHED

How this triple was built (5 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: Danny Alexander | Statement: [Conservative–Liberal Democrat coalition government, chiefSecretaryToTheTreasury, Danny Alexander]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Danny Alexander
Context triple: [Conservative–Liberal Democrat coalition government, chiefSecretaryToTheTreasury, Danny Alexander]
  • A. Bryan Warnock
    Bryan Warnock is a software developer best known for formulating "Warnock's Dilemma," an adage about the ambiguity of silence in online discussions.
  • B. Gerry Connolly
    Gerry Connolly is a Democratic U.S. Congressman from Northern Virginia known for his work on government oversight, federal workforce issues, and foreign affairs.
  • C. David Furnish
    David Furnish is a Canadian filmmaker and former advertising executive best known as the longtime partner and husband of musician Elton John.
  • D. Andy Schofield
    Andy Schofield is a British physicist and academic leader who serves as the Vice-Chancellor of Lancaster University.
  • E. Hugh Scott
    Hugh Scott was a prominent Republican U.S. senator from Pennsylvania who served as Senate Minority Leader during the early 1970s, notably playing a key role in the political resolution of the Watergate scandal.
  • 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: Danny Alexander
Triple: [Conservative–Liberal Democrat coalition government, chiefSecretaryToTheTreasury, Danny Alexander]
Generated description
Danny Alexander is a Scottish Liberal Democrat politician who served as Chief Secretary to the Treasury in the UK coalition government from 2010 to 2015.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Danny Alexander
Target entity description: Danny Alexander is a Scottish Liberal Democrat politician who served as Chief Secretary to the Treasury in the UK coalition government from 2010 to 2015.
  • A. Bryan Warnock
    Bryan Warnock is a software developer best known for formulating "Warnock's Dilemma," an adage about the ambiguity of silence in online discussions.
  • B. Gerry Connolly
    Gerry Connolly is a Democratic U.S. Congressman from Northern Virginia known for his work on government oversight, federal workforce issues, and foreign affairs.
  • C. David Furnish
    David Furnish is a Canadian filmmaker and former advertising executive best known as the longtime partner and husband of musician Elton John.
  • D. Andy Schofield
    Andy Schofield is a British physicist and academic leader who serves as the Vice-Chancellor of Lancaster University.
  • E. Hugh Scott
    Hugh Scott was a prominent Republican U.S. senator from Pennsylvania who served as Senate Minority Leader during the early 1970s, notably playing a key role in the political resolution of the Watergate scandal.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: chiefSecretaryToTheTreasury
Context triple: [Conservative–Liberal Democrat coalition government, chiefSecretaryToTheTreasury, Danny Alexander]
  • A. currentSecretary
    Indicates that one entity currently holds the position or role of secretary for another entity.
  • B. stateSecretary
    Indicates that one entity holds or is associated with the position of state secretary in relation to another entity (such as a government, state, or administration).
  • C. chiefFinancialOfficerOf
    Indicates that one entity holds the position of chief financial officer (CFO) within the organization represented by the other entity.
  • D. hasTreasurer
    Indicates that one entity serves as the treasurer (i.e., the person or body responsible for managing funds) for another entity.
  • E. financeMinister
    Indicates that one entity serves as the finance minister (or equivalent chief financial/government budget official) of another entity, typically a country or jurisdiction.
  • F. None of above. chosen

Provenance (7 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_69ad85d274cc8190ab59c97298a1cfbf completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbccbbb5c8190a951754dda5fc642 completed March 8, 2026, 6:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69b38bd7fa3881909fee11cc6f4af7ea completed March 13, 2026, 4 a.m.
NEDg Description generation batch_69b38c9259f881908068961f4eaf11a0 completed March 13, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69b38d04eb388190af64f990bac8d140 completed March 13, 2026, 4:05 a.m.
PD Predicate disambiguation batch_69adae15749881909b847c6ca73c934e completed March 8, 2026, 5:12 p.m.
PDg Predicate description generation batch_69adb0a11a1c8190baa8c0eb87ad259a completed March 8, 2026, 5:23 p.m.
Created at: March 8, 2026, 3:20 p.m.