Triple

T5926034
Position Surface form Disambiguated ID Type / Status
Subject Wilberforce University E131812 entity
Predicate hasAlumni P51 FINISHED
Object Haley P. Douglass
Haley P. Douglass is a graduate of Wilberforce University, a historically Black university known for its emphasis on liberal arts and leadership development.
 E566922 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: Haley P. Douglass | Statement: [Wilberforce University, hasAlumni, Haley P. Douglass]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Haley P. Douglass
Context triple: [Wilberforce University, hasAlumni, Haley P. Douglass]
  • A. Haley Jones
    Haley Jones is an American basketball player best known for starring at Stanford University, where she led the Cardinal to a national championship and emerged as one of the top collegiate guards in the country.
  • B. Chloe Sullivan
    Chloe Sullivan is a resourceful and tech-savvy investigative reporter and close friend of Clark Kent in the TV series "Smallville," known for her role in uncovering meteor-infected phenomena and supporting emerging heroes.
  • C. Haley Fohr
    Haley Fohr is an American experimental musician and composer known for her project Circuit des Yeux, marked by her powerful contralto voice and avant-garde, genre-blurring sound.
  • D. Reilly Marie Anspaugh
    Reilly Marie Anspaugh is the daughter of Irish actress and producer Roma Downey and her former husband, director David Anspaugh.
  • E. Hayley McFarland
    Hayley McFarland is an American actress best known for her roles in horror and drama projects, including a supporting role in the film "The Conjuring" and appearances on television series such as "Lie to Me."
  • 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: Haley P. Douglass
Triple: [Wilberforce University, hasAlumni, Haley P. Douglass]
Generated description
Haley P. Douglass is a graduate of Wilberforce University, a historically Black university known for its emphasis on liberal arts and leadership development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Haley P. Douglass
Target entity description: Haley P. Douglass is a graduate of Wilberforce University, a historically Black university known for its emphasis on liberal arts and leadership development.
  • A. Haley Jones
    Haley Jones is an American basketball player best known for starring at Stanford University, where she led the Cardinal to a national championship and emerged as one of the top collegiate guards in the country.
  • B. Chloe Sullivan
    Chloe Sullivan is a resourceful and tech-savvy investigative reporter and close friend of Clark Kent in the TV series "Smallville," known for her role in uncovering meteor-infected phenomena and supporting emerging heroes.
  • C. Haley Fohr
    Haley Fohr is an American experimental musician and composer known for her project Circuit des Yeux, marked by her powerful contralto voice and avant-garde, genre-blurring sound.
  • D. Reilly Marie Anspaugh
    Reilly Marie Anspaugh is the daughter of Irish actress and producer Roma Downey and her former husband, director David Anspaugh.
  • E. Hayley McFarland
    Hayley McFarland is an American actress best known for her roles in horror and drama projects, including a supporting role in the film "The Conjuring" and appearances on television series such as "Lie to Me."
  • 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_69c0085b75e88190a632f9691f9da48b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c038542e548190b335df9a948c8490 completed March 22, 2026, 6:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11cc1ba0c8190be1c0defb35c5b0c completed March 23, 2026, 10:58 a.m.
NEDg Description generation batch_69c11d9102648190a61e9a85ead0fff4 completed March 23, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_69c11e76f5c48190adabb10472729cb2 completed March 23, 2026, 11:05 a.m.
Created at: March 22, 2026, 4 p.m.