Triple

T4145970
Position Surface form Disambiguated ID Type / Status
Subject Phil Bryant E89382 entity
Predicate officeAssumedFrom P54607 FINISHED
Object Haley Barbour
Haley Barbour is an American Republican politician and lobbyist who served as governor of Mississippi from 2004 to 2012.
E414801 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: Haley Barbour | Statement: [Phil Bryant, officeAssumedFrom, Haley Barbour]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Haley Barbour
Context triple: [Phil Bryant, officeAssumedFrom, Haley Barbour]
  • A. Freddy Heflin
    Freddy Heflin is the small-town New Jersey sheriff, played by Sylvester Stallone, who becomes entangled in police corruption in the crime drama film "Cop Land."
  • B. Joseph W. Byrns
    Joseph W. Byrns was an American Democratic politician from Tennessee who served as Speaker of the U.S. House of Representatives in the mid-1930s.
  • C. Mark Sanford
    Mark Sanford is an American Republican politician who served as governor of South Carolina and as a U.S. congressman, gaining national attention for both his fiscal conservatism and a highly publicized extramarital affair.
  • D. Lawrence A. Maddox
    Lawrence A. Maddox is a film editor best known for his work on genre films such as the horror-western From Dusk Till Dawn 3: The Hangman's Daughter.
  • E. Phil Bryant
    Phil Bryant is an American Republican politician who served as the 64th governor of Mississippi from 2012 to 2020.
  • 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: Haley Barbour
Triple: [Phil Bryant, officeAssumedFrom, Haley Barbour]
Generated description
Haley Barbour is an American Republican politician and lobbyist who served as governor of Mississippi from 2004 to 2012.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Haley Barbour
Target entity description: Haley Barbour is an American Republican politician and lobbyist who served as governor of Mississippi from 2004 to 2012.
  • A. Freddy Heflin
    Freddy Heflin is the small-town New Jersey sheriff, played by Sylvester Stallone, who becomes entangled in police corruption in the crime drama film "Cop Land."
  • B. Joseph W. Byrns
    Joseph W. Byrns was an American Democratic politician from Tennessee who served as Speaker of the U.S. House of Representatives in the mid-1930s.
  • C. Mark Sanford
    Mark Sanford is an American Republican politician who served as governor of South Carolina and as a U.S. congressman, gaining national attention for both his fiscal conservatism and a highly publicized extramarital affair.
  • D. Lawrence A. Maddox
    Lawrence A. Maddox is a film editor best known for his work on genre films such as the horror-western From Dusk Till Dawn 3: The Hangman's Daughter.
  • E. Phil Bryant
    Phil Bryant is an American Republican politician who served as the 64th governor of Mississippi from 2012 to 2020.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: officeAssumedFrom
Context triple: [Phil Bryant, officeAssumedFrom, Haley Barbour]
  • A. officeAssumedByWinner
    Indicates that a particular office or position is taken up or assumed by the winner of an election or contest.
  • B. officeSucceededBy
    Indicates that one office or position is followed or replaced by another office or position in a succession sequence.
  • C. inOfficeFrom
    Indicates that an entity holds a particular office or position starting from a specified date or time.
  • D. officeInvolved
    Indicates that a particular office or organizational unit is involved or participates in a specified event, action, or relationship.
  • E. officeReconstitutedIn
    Indicates that an official position or office was re-established or newly formed within a specified location 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_69aed95785788190ae75bcf0cd1cafdf completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af033ef6648190adde17f943d89c78 completed March 9, 2026, 5:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576d5379081908300afbb3a6fe5e4 completed March 14, 2026, 2:55 p.m.
NEDg Description generation batch_69b577c2b784819096d8218dd1c1478d completed March 14, 2026, 2:59 p.m.
NED2 Entity disambiguation (via description) batch_69b5782cc448819080e306952da24ac0 completed March 14, 2026, 3:01 p.m.
PD Predicate disambiguation batch_69af018c101081909070da5b11e5eb3d completed March 9, 2026, 5:21 p.m.
PDg Predicate description generation batch_69af033d94888190b34349e355b874ef completed March 9, 2026, 5:28 p.m.
Created at: March 9, 2026, 3:43 p.m.