Triple

T15624890
Position Surface form Disambiguated ID Type / Status
Subject Taylor Hackford E375654 entity
Predicate familyName P18 FINISHED
Object Hackford
Hackford is the surname of American film director and producer Taylor Hackford, known for works like "An Officer and a Gentleman" and "Ray."
 E1167742 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: Hackford | Statement: [Taylor Hackford, familyName, Hackford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hackford
Context triple: [Taylor Hackford, familyName, Hackford]
  • A. Wellford
    Wellford is a small city located in Spartanburg County in the Upstate region of South Carolina, United States.
  • B. Stopford
    Stopford refers to Lieutenant-General Sir Montagu Stopford, a British Army officer who played a key leadership role in the Burma Campaign of World War II, particularly noted for his command in the Southeast Asian theater.
  • C. Durford
    Durford is a small settlement in West Sussex, England, situated in the countryside near the River Rother.
  • D. Galford
    Galford is a popular American ninja character from SNK’s Samurai Shodown fighting game series, known for fighting alongside his loyal dog Poppy.
  • E. Delaford
    Delaford is the country estate in Jane Austen’s "Sense and Sensibility" that becomes the home of Elinor Dashwood and Colonel Brandon.
  • 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: Hackford
Triple: [Taylor Hackford, familyName, Hackford]
Generated description
Hackford is the surname of American film director and producer Taylor Hackford, known for works like "An Officer and a Gentleman" and "Ray."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hackford
Target entity description: Hackford is the surname of American film director and producer Taylor Hackford, known for works like "An Officer and a Gentleman" and "Ray."
  • A. Wellford
    Wellford is a small city located in Spartanburg County in the Upstate region of South Carolina, United States.
  • B. Stopford
    Stopford refers to Lieutenant-General Sir Montagu Stopford, a British Army officer who played a key leadership role in the Burma Campaign of World War II, particularly noted for his command in the Southeast Asian theater.
  • C. Durford
    Durford is a small settlement in West Sussex, England, situated in the countryside near the River Rother.
  • D. Galford
    Galford is a popular American ninja character from SNK’s Samurai Shodown fighting game series, known for fighting alongside his loyal dog Poppy.
  • E. Delaford
    Delaford is the country estate in Jane Austen’s "Sense and Sensibility" that becomes the home of Elinor Dashwood and Colonel Brandon.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e9cfd94819091459aa17a002eaf completed April 16, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f3f65dc8190ac94db1d4d53d77f completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff60188df48190a1cc891757a795d0 completed May 9, 2026, 4:26 p.m.
NED2 Entity disambiguation (via description) batch_69ff60938ef081908cd88cf8242bc785 completed May 9, 2026, 4:28 p.m.
Created at: April 10, 2026, 4:14 a.m.