Triple
T5198352
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Pennsylvania |
E117328
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
DuBois
DuBois is a small city in western Pennsylvania known historically for its coal and lumber industries and its role as a regional commercial center.
|
E501462
|
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: DuBois | Statement: [Western Pennsylvania, hasMajorCity, DuBois]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DuBois Context triple: [Western Pennsylvania, hasMajorCity, DuBois]
-
A.
Ibram
Ibram is the given name of Ibram X. Kendi, a prominent American historian and leading scholar of antiracism.
-
B.
Dubois
Dubois is a common French-origin surname borne by numerous notable individuals across politics, arts, sciences, and sports.
-
C.
Horace Cayton
Horace Cayton was an influential African American sociologist, journalist, and author whose work documented Black urban life and helped shape the intellectual landscape of the Chicago Black Renaissance.
-
D.
Josiah E. DuBois Jr.
Josiah E. DuBois Jr. was a U.S. Treasury Department lawyer and key Holocaust whistleblower whose efforts helped expose government inaction and led to the rescue of tens of thousands of Jews during World War II.
-
E.
Tureaud
Tureaud is the surname of Mr. T, the American actor and former professional wrestler best known for his role as B.A. Baracus on the television series "The A-Team."
- 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: DuBois Triple: [Western Pennsylvania, hasMajorCity, DuBois]
Generated description
DuBois is a small city in western Pennsylvania known historically for its coal and lumber industries and its role as a regional commercial center.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DuBois Target entity description: DuBois is a small city in western Pennsylvania known historically for its coal and lumber industries and its role as a regional commercial center.
-
A.
Ibram
Ibram is the given name of Ibram X. Kendi, a prominent American historian and leading scholar of antiracism.
-
B.
Dubois
Dubois is a common French-origin surname borne by numerous notable individuals across politics, arts, sciences, and sports.
-
C.
Horace Cayton
Horace Cayton was an influential African American sociologist, journalist, and author whose work documented Black urban life and helped shape the intellectual landscape of the Chicago Black Renaissance.
-
D.
Josiah E. DuBois Jr.
Josiah E. DuBois Jr. was a U.S. Treasury Department lawyer and key Holocaust whistleblower whose efforts helped expose government inaction and led to the rescue of tens of thousands of Jews during World War II.
-
E.
Tureaud
Tureaud is the surname of Mr. T, the American actor and former professional wrestler best known for his role as B.A. Baracus on the television series "The A-Team."
- 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_69bd4462ed04819084fcb01eb9d2fa74 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7a1f154481908be5d3c9cbbef92a |
completed | March 20, 2026, 4:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee0a115048190b7f02b5449c444d7 |
completed | March 21, 2026, 6:17 p.m. |
| NEDg | Description generation | batch_69bee67ecec08190aa3e2ae7bf1eef9b |
completed | March 21, 2026, 6:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bee6ea68888190a88f6d3208ebcfba |
completed | March 21, 2026, 6:43 p.m. |
Created at: March 20, 2026, 1:47 p.m.