Triple
T9923741
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walker System of hair care |
E187865
|
entity |
| Predicate | taughtAt |
P1203
|
FINISHED |
| Object |
Walker College of Hair Culture
Walker College of Hair Culture was a specialized beauty school founded to train students in Madam C. J. Walker’s pioneering hair-care and cosmetology methods for African American women.
|
E829546
|
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: Walker College of Hair Culture | Statement: [Walker System of hair care, taughtAt, Walker College of Hair Culture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walker College of Hair Culture Context triple: [Walker System of hair care, taughtAt, Walker College of Hair Culture]
-
A.
Harrison College
Harrison College is a prestigious secondary school in Barbados known for its strong academic tradition and history of educating many of the nation’s leaders.
-
B.
Cinnamon College
Cinnamon College is a residential college within the National University of Singapore that offers an integrated living–learning environment for undergraduates.
-
C.
Potter College of Arts & Letters
Potter College of Arts & Letters is the liberal arts and humanities college of Western Kentucky University, offering programs in disciplines such as the arts, communication, languages, and social sciences.
-
D.
Welman College
Welman College is the fictional university where Professor Sherman Klump works in the "Nutty Professor" films.
-
E.
Alliant International University
Alliant International University is a private, professional-practice–oriented university known for its programs in psychology, education, business, and law, with multiple campuses in California and a focus on preparing students for applied careers.
- 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: Walker College of Hair Culture Triple: [Walker System of hair care, taughtAt, Walker College of Hair Culture]
Generated description
Walker College of Hair Culture was a specialized beauty school founded to train students in Madam C. J. Walker’s pioneering hair-care and cosmetology methods for African American women.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walker College of Hair Culture Target entity description: Walker College of Hair Culture was a specialized beauty school founded to train students in Madam C. J. Walker’s pioneering hair-care and cosmetology methods for African American women.
-
A.
Harrison College
Harrison College is a prestigious secondary school in Barbados known for its strong academic tradition and history of educating many of the nation’s leaders.
-
B.
Cinnamon College
Cinnamon College is a residential college within the National University of Singapore that offers an integrated living–learning environment for undergraduates.
-
C.
Potter College of Arts & Letters
Potter College of Arts & Letters is the liberal arts and humanities college of Western Kentucky University, offering programs in disciplines such as the arts, communication, languages, and social sciences.
-
D.
Welman College
Welman College is the fictional university where Professor Sherman Klump works in the "Nutty Professor" films.
-
E.
Alliant International University
Alliant International University is a private, professional-practice–oriented university known for its programs in psychology, education, business, and law, with multiple campuses in California and a focus on preparing students for applied careers.
- 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_69ca82b22a688190b52c75bd48429c10 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cdb59733188190900426e4e29ae5e3 |
completed | April 2, 2026, 12:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d20e0bdae08190acb94fe7d5471e4b |
completed | April 5, 2026, 7:23 a.m. |
| NEDg | Description generation | batch_69d20ef343a4819093b915a66c63fbaa |
completed | April 5, 2026, 7:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d212d0ed108190bbde23439734618a |
completed | April 5, 2026, 7:44 a.m. |
Created at: March 30, 2026, 8:43 p.m.