Triple
T12803804
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liberty University |
E306090
|
entity |
| Predicate | hasPresident |
P112
|
FINISHED |
| Object |
Dondi E. Costin
Dondi E. Costin is an American academic leader, former U.S. Air Force chaplain, and evangelical Christian minister who serves as president of Liberty University.
|
E1004591
|
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: Dondi E. Costin | Statement: [Liberty University, hasPresident, Dondi E. Costin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dondi E. Costin Context triple: [Liberty University, hasPresident, Dondi E. Costin]
-
A.
Michael D’Orso
Michael D’Orso is an American author and journalist known for co-writing influential nonfiction books, often chronicling social justice movements and notable public figures.
-
B.
Alec R. Costandinos
Alec R. Costandinos is a French disco producer and composer best known as a pioneer of symphonic and concept-album disco in the 1970s.
-
C.
Daniel A. D’Aniello
Daniel A. D’Aniello is an American billionaire businessman and co-founder of the global private equity firm The Carlyle Group.
-
D.
Alexandra Kostoff
Alexandra Kostoff was the first wife of American novelist and screenwriter Sidney Sheldon.
-
E.
Dana A. Dorsey
Dana A. Dorsey was a prominent African American businessman and Miami’s first Black millionaire, known for his significant contributions to real estate and community development in the early 20th century.
- 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: Dondi E. Costin Triple: [Liberty University, hasPresident, Dondi E. Costin]
Generated description
Dondi E. Costin is an American academic leader, former U.S. Air Force chaplain, and evangelical Christian minister who serves as president of Liberty University.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dondi E. Costin Target entity description: Dondi E. Costin is an American academic leader, former U.S. Air Force chaplain, and evangelical Christian minister who serves as president of Liberty University.
-
A.
Michael D’Orso
Michael D’Orso is an American author and journalist known for co-writing influential nonfiction books, often chronicling social justice movements and notable public figures.
-
B.
Alec R. Costandinos
Alec R. Costandinos is a French disco producer and composer best known as a pioneer of symphonic and concept-album disco in the 1970s.
-
C.
Daniel A. D’Aniello
Daniel A. D’Aniello is an American billionaire businessman and co-founder of the global private equity firm The Carlyle Group.
-
D.
Alexandra Kostoff
Alexandra Kostoff was the first wife of American novelist and screenwriter Sidney Sheldon.
-
E.
Dana A. Dorsey
Dana A. Dorsey was a prominent African American businessman and Miami’s first Black millionaire, known for his significant contributions to real estate and community development in the early 20th century.
- 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_69d7bdf366888190a8cccb982606889c |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e7e3be48190ba9159c9f1ac2ccd |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68ec463f08190822e5235362cf584 |
completed | May 2, 2026, 11:54 p.m. |
| NEDg | Description generation | batch_69f6908cb8ec8190855b217c13a51f16 |
completed | May 3, 2026, 12:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6917688508190ae5a64494eaadce7 |
completed | May 3, 2026, 12:06 a.m. |
Created at: April 9, 2026, 5:30 p.m.