Triple

T17120292
Position Surface form Disambiguated ID Type / Status
Subject Georgia's 11th congressional district E415445 entity
Predicate hasPredecessorRepresentative P114959 FINISHED
Object Phil Gingrey
Phil Gingrey is an American physician and Republican politician who represented Georgia in the U.S. House of Representatives in the early 21st century.
E1251004 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: Phil Gingrey | Statement: [Georgia's 11th congressional district, hasPredecessorRepresentative, Phil Gingrey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Phil Gingrey
Context triple: [Georgia's 11th congressional district, hasPredecessorRepresentative, Phil Gingrey]
  • 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. Jerry L. Demings
    Jerry L. Demings is an American politician and former law enforcement officer who became the first African American mayor of Orange County, Florida.
  • C. Justin Walker
    Justin Walker is an American actor best known for his role as Christian Stovitz in the 1995 teen comedy film "Clueless."
  • D. Justin Walker
    Justin Walker is a central character on the television drama "Brothers & Sisters," known as the youngest Walker sibling and a veteran struggling with addiction and post-war readjustment.
  • E. Tom Keene
    Tom Keene was an American actor best known for his roles in Western films during the 1930s and 1940s.
  • 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: Phil Gingrey
Triple: [Georgia's 11th congressional district, hasPredecessorRepresentative, Phil Gingrey]
Generated description
Phil Gingrey is an American physician and Republican politician who represented Georgia in the U.S. House of Representatives in the early 21st century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Phil Gingrey
Target entity description: Phil Gingrey is an American physician and Republican politician who represented Georgia in the U.S. House of Representatives in the early 21st century.
  • 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. Jerry L. Demings
    Jerry L. Demings is an American politician and former law enforcement officer who became the first African American mayor of Orange County, Florida.
  • C. Justin Walker
    Justin Walker is an American actor best known for his role as Christian Stovitz in the 1995 teen comedy film "Clueless."
  • D. Justin Walker
    Justin Walker is a central character on the television drama "Brothers & Sisters," known as the youngest Walker sibling and a veteran struggling with addiction and post-war readjustment.
  • E. Tom Keene
    Tom Keene was an American actor best known for his roles in Western films during the 1930s and 1940s.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasPredecessorRepresentative
Context triple: [Georgia's 11th congressional district, hasPredecessorRepresentative, Phil Gingrey]
  • A. hasPredecessorStructureFrom
    Indicates that one structure existed or was established before another structure in a sequential or developmental order.
  • B. hasPredecessorRoleIn chosen
    Indicates that one role functioned earlier in time or sequence relative to another role within the same context or position.
  • C. hasPredecessorGeneration
    Indicates that one generation directly precedes another in a temporal or genealogical sequence.
  • D. ownedByPredecessor
    Indicates that something is or was owned by an entity that previously held a given role, position, or status before the current one.
  • E. hasPredecessorAdministrativeEntity
    Indicates that one administrative entity directly preceded another in an official or organizational sequence.
  • F. None of above.

Provenance (6 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_69d886d090cc8190a39cb94992586905 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3e8092b548190b45c1695be47edc2 completed April 18, 2026, 8:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a013a0e11108190bfcf858142aa9ff3 completed May 11, 2026, 2:08 a.m.
NEDg Description generation batch_6a013b749680819097159f0fdc379f2c completed May 11, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_6a013bf9ef508190aac1155680f33eaf completed May 11, 2026, 2:16 a.m.
PD Predicate disambiguation batch_69e35d6b1b988190a8d6b6fe78c35e59 completed April 18, 2026, 10:31 a.m.
Created at: April 10, 2026, 5:36 a.m.