Triple

T7071772
Position Surface form Disambiguated ID Type / Status
Subject Trent Luckinbill E164715 entity
Predicate sibling P363 FINISHED
Object T.J. Luckinbill
T.J. Luckinbill is an American television producer and executive known for his work on series such as "Big Little Lies" and "Sharp Objects."
 E641340 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: T.J. Luckinbill | Statement: [Trent Luckinbill, sibling, T.J. Luckinbill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: T.J. Luckinbill
Context triple: [Trent Luckinbill, sibling, T.J. Luckinbill]
  • A. Trent Luckinbill
    Trent Luckinbill is an American film producer known for working on acclaimed movies such as the crime thriller "Sicario."
  • B. T.J. Parker
    T.J. Parker is a French professional basketball coach and former player, known for coaching top-tier European clubs and being the brother of NBA star Tony Parker.
  • C. Jake T. Austin
    Jake T. Austin is an American actor best known for his role on Disney Channel’s "Wizards of Waverly Place" and for voicing characters in animated films and series.
  • D. John Travis
    John Travis is a writer known for works that often explore themes and settings associated with the American cowboy and Western culture.
  • E. John Travis
    John Travis is a film and television producer known for his work on the long-running reality series "Cowboy."
  • 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: T.J. Luckinbill
Triple: [Trent Luckinbill, sibling, T.J. Luckinbill]
Generated description
T.J. Luckinbill is an American television producer and executive known for his work on series such as "Big Little Lies" and "Sharp Objects."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: T.J. Luckinbill
Target entity description: T.J. Luckinbill is an American television producer and executive known for his work on series such as "Big Little Lies" and "Sharp Objects."
  • A. Trent Luckinbill
    Trent Luckinbill is an American film producer known for working on acclaimed movies such as the crime thriller "Sicario."
  • B. T.J. Parker
    T.J. Parker is a French professional basketball coach and former player, known for coaching top-tier European clubs and being the brother of NBA star Tony Parker.
  • C. Jake T. Austin
    Jake T. Austin is an American actor best known for his role on Disney Channel’s "Wizards of Waverly Place" and for voicing characters in animated films and series.
  • D. John Travis
    John Travis is a writer known for works that often explore themes and settings associated with the American cowboy and Western culture.
  • E. John Travis
    John Travis is a film and television producer known for his work on the long-running reality series "Cowboy."
  • 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_69c6887b96548190a8a9b3ac8adf4119 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4c9cdbc8190b91cd3b4eef58eb6 completed March 27, 2026, 8:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7945a98108190b982ad41222333e4 completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c7987eb82c819097194f3b1a5ebfac completed March 28, 2026, 8:59 a.m.
NED2 Entity disambiguation (via description) batch_69c79a9087508190b56f14e193d924ca completed March 28, 2026, 9:08 a.m.
Created at: March 27, 2026, 2:39 p.m.