Triple

T8731915
Position Surface form Disambiguated ID Type / Status
Subject Howell E207275 entity
Predicate hasNotableBearer P458 FINISHED
Object Howell Heflin
Howell Heflin was a prominent American Democratic politician and jurist who served as a U.S. Senator from Alabama and as Chief Justice of the Alabama Supreme Court.
 E753541 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: Howell Heflin | Statement: [Howell, hasNotableBearer, Howell Heflin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Howell Heflin
Context triple: [Howell, hasNotableBearer, Howell Heflin]
  • 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. 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.
  • D. Thomas J. Bliley Jr.
    Thomas J. Bliley Jr. is an American Republican politician and former U.S. Representative from Virginia who chaired the House Commerce Committee and played a key role in major financial deregulation legislation.
  • E. Nelson H. Barbour
    Nelson H. Barbour was a 19th-century American Adventist preacher and writer whose prophetic teachings and publications significantly shaped early Bible Student theology and chronology.
  • 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: Howell Heflin
Triple: [Howell, hasNotableBearer, Howell Heflin]
Generated description
Howell Heflin was a prominent American Democratic politician and jurist who served as a U.S. Senator from Alabama and as Chief Justice of the Alabama Supreme Court.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Howell Heflin
Target entity description: Howell Heflin was a prominent American Democratic politician and jurist who served as a U.S. Senator from Alabama and as Chief Justice of the Alabama Supreme Court.
  • 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. 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.
  • D. Thomas J. Bliley Jr.
    Thomas J. Bliley Jr. is an American Republican politician and former U.S. Representative from Virginia who chaired the House Commerce Committee and played a key role in major financial deregulation legislation.
  • E. Nelson H. Barbour
    Nelson H. Barbour was a 19th-century American Adventist preacher and writer whose prophetic teachings and publications significantly shaped early Bible Student theology and chronology.
  • 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_69ca8358e4008190898471a59b96c301 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d27efb88190b42d5bc9774d9c63 completed March 31, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf292d71ec819082095cb7b8b2d39c completed April 3, 2026, 2:42 a.m.
NEDg Description generation batch_69cf2bd42e6081908e016303eeb2241f completed April 3, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69cf2ce47b748190b883063dc3e5d16b completed April 3, 2026, 2:58 a.m.
Created at: March 30, 2026, 6:37 p.m.