Triple

T21387965
Position Surface form Disambiguated ID Type / Status
Subject Heather DeLoach E527556 entity
Predicate familyName P18 FINISHED
Object DeLoach
DeLoach is a surname most notably associated with American actress Heather DeLoach, known for her role as the "Bee Girl" in Blind Melon's "No Rain" music video.
 E1480671 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: DeLoach | Statement: [Heather DeLoach, familyName, DeLoach]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DeLoach
Context triple: [Heather DeLoach, familyName, DeLoach]
  • A. Conoley
    Conoley is the surname of Jane Close Conoley, an American psychologist and academic administrator known for serving as president of California State University, Long Beach.
  • B. Delk
    Delk is a surname most notably associated with former professional basketball player Tony Delk.
  • C. Lohse
    Lohse is a German surname borne by various notable individuals in fields such as science, sports, and the arts.
  • D. Dule
    Dule are the Indigenous Guna people’s self-designation, referring to themselves as a distinct Native group of Panama and Colombia.
  • E. Delloreese
    Delloreese is the given first name of American singer and actress Della Reese, known for her gospel and pop music career and her role on the TV series "Touched by an Angel."
  • 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: DeLoach
Triple: [Heather DeLoach, familyName, DeLoach]
Generated description
DeLoach is a surname most notably associated with American actress Heather DeLoach, known for her role as the "Bee Girl" in Blind Melon's "No Rain" music video.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DeLoach
Target entity description: DeLoach is a surname most notably associated with American actress Heather DeLoach, known for her role as the "Bee Girl" in Blind Melon's "No Rain" music video.
  • A. Conoley
    Conoley is the surname of Jane Close Conoley, an American psychologist and academic administrator known for serving as president of California State University, Long Beach.
  • B. Delk
    Delk is a surname most notably associated with former professional basketball player Tony Delk.
  • C. Lohse
    Lohse is a German surname borne by various notable individuals in fields such as science, sports, and the arts.
  • D. Dule
    Dule are the Indigenous Guna people’s self-designation, referring to themselves as a distinct Native group of Panama and Colombia.
  • E. Delloreese
    Delloreese is the given first name of American singer and actress Della Reese, known for her gospel and pop music career and her role on the TV series "Touched by an Angel."
  • 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_69e0b51ff3748190935c0a513c62a12b completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69ee62cbfef08190a33ac1f198c82cd0 completed April 26, 2026, 7:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09b42a4fa88190a167206cedb206ab completed May 17, 2026, 12:27 p.m.
NEDg Description generation batch_6a09b4bd826c8190968bc43f22a5a290 completed May 17, 2026, 12:29 p.m.
NED2 Entity disambiguation (via description) batch_6a09b543ce9881909073c30b7749757b completed May 17, 2026, 12:32 p.m.
Created at: April 16, 2026, 5:12 p.m.