Triple

T9132345
Position Surface form Disambiguated ID Type / Status
Subject Tom Welling E219115 entity
Predicate appearedIn P795 FINISHED
Object Professionals (TV series)
Professionals is an action-drama television series following a team of security experts tackling high-stakes global threats, featuring Tom Welling in a leading role.
 E780291 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: Professionals (TV series) | Statement: [Tom Welling, appearedIn, Professionals (TV series)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Professionals (TV series)
Context triple: [Tom Welling, appearedIn, Professionals (TV series)]
  • A. The Professional
    "The Professional" is a hip-hop track by DMX from his 1999 album "...And Then There Was X," showcasing his gritty lyrical style and dark, aggressive production.
  • B. The Professionals
    The Professionals were a British punk rock band formed by former Sex Pistols members Steve Jones and Paul Cook in the late 1970s.
  • C. The Professionals
    The Professionals is a 1966 American Western adventure film directed by Richard Brooks, known for its ensemble cast, including Burt Lancaster, and its gritty, character-driven take on a high-stakes rescue mission in revolutionary Mexico.
  • D. Galt Professionals
    Galt Professionals were an early 20th-century Canadian professional ice hockey team based in Galt, Ontario, that competed in the Ontario Professional Hockey League.
  • E. PROF
    PROF is the standard abbreviation for the Division of Professional Relations, an organizational unit focused on issues affecting professional practice and workplace relations.
  • 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: Professionals (TV series)
Triple: [Tom Welling, appearedIn, Professionals (TV series)]
Generated description
Professionals is an action-drama television series following a team of security experts tackling high-stakes global threats, featuring Tom Welling in a leading role.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Professionals (TV series)
Target entity description: Professionals is an action-drama television series following a team of security experts tackling high-stakes global threats, featuring Tom Welling in a leading role.
  • A. The Professional
    "The Professional" is a hip-hop track by DMX from his 1999 album "...And Then There Was X," showcasing his gritty lyrical style and dark, aggressive production.
  • B. The Professionals
    The Professionals were a British punk rock band formed by former Sex Pistols members Steve Jones and Paul Cook in the late 1970s.
  • C. The Professionals
    The Professionals is a 1966 American Western adventure film directed by Richard Brooks, known for its ensemble cast, including Burt Lancaster, and its gritty, character-driven take on a high-stakes rescue mission in revolutionary Mexico.
  • D. Galt Professionals
    Galt Professionals were an early 20th-century Canadian professional ice hockey team based in Galt, Ontario, that competed in the Ontario Professional Hockey League.
  • E. PROF
    PROF is the standard abbreviation for the Division of Professional Relations, an organizational unit focused on issues affecting professional practice and workplace relations.
  • 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_69ca83debfc0819095800583e97ab10f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8db7d808190bd22b0e5a6f9c285 completed April 1, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d047dc25208190a720910e6d43199b completed April 3, 2026, 11:06 p.m.
NEDg Description generation batch_69d049058dec81909854965276252808 completed April 3, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_69d049913b7481909ccbaf4999e37c06 completed April 3, 2026, 11:13 p.m.
Created at: March 30, 2026, 7:18 p.m.