Triple
T11994054
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen E. Ambrose |
E285482
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Lovington, Illinois, United States of America
Lovington, Illinois, United States of America, is a small Midwestern village best known as the birthplace of renowned American historian and author Stephen E. Ambrose.
|
E958664
|
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: Lovington, Illinois, United States of America | Statement: [Stephen E. Ambrose, placeOfBirth, Lovington, Illinois, United States of America]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lovington, Illinois, United States of America Context triple: [Stephen E. Ambrose, placeOfBirth, Lovington, Illinois, United States of America]
-
A.
Taylorville, Illinois, United States
Taylorville, Illinois, United States, is a small Midwestern city best known as the birthplace of Nobel Prize–winning physicist Edward M. Purcell.
-
B.
Morton, Illinois, United States
Morton, Illinois, United States, is a small village in Tazewell County known for its agricultural industry and annual pumpkin festival.
-
C.
Lincolnwood, Illinois, United States
Lincolnwood, Illinois, United States is a suburban village just north of Chicago known for its residential character and proximity to the city.
-
D.
Canton, Illinois, United States
Canton, Illinois, United States is a small Midwestern city in Fulton County known historically as an industrial community and the birthplace of actor Ian Wolfe.
-
E.
Hoopeston, Illinois, United States
Hoopeston, Illinois, United States is a small Midwestern city in Vermilion County known historically for its agricultural roots and annual Sweetcorn Festival.
- 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: Lovington, Illinois, United States of America Triple: [Stephen E. Ambrose, placeOfBirth, Lovington, Illinois, United States of America]
Generated description
Lovington, Illinois, United States of America, is a small Midwestern village best known as the birthplace of renowned American historian and author Stephen E. Ambrose.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lovington, Illinois, United States of America Target entity description: Lovington, Illinois, United States of America, is a small Midwestern village best known as the birthplace of renowned American historian and author Stephen E. Ambrose.
-
A.
Taylorville, Illinois, United States
Taylorville, Illinois, United States, is a small Midwestern city best known as the birthplace of Nobel Prize–winning physicist Edward M. Purcell.
-
B.
Morton, Illinois, United States
Morton, Illinois, United States, is a small village in Tazewell County known for its agricultural industry and annual pumpkin festival.
-
C.
Lincolnwood, Illinois, United States
Lincolnwood, Illinois, United States is a suburban village just north of Chicago known for its residential character and proximity to the city.
-
D.
Canton, Illinois, United States
Canton, Illinois, United States is a small Midwestern city in Fulton County known historically as an industrial community and the birthplace of actor Ian Wolfe.
-
E.
Hoopeston, Illinois, United States
Hoopeston, Illinois, United States is a small Midwestern city in Vermilion County known historically for its agricultural roots and annual Sweetcorn Festival.
- 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_69d6ab44a77c8190a652f4b27164e4ef |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903b211688190bfe6dd15c3f96d2f |
completed | April 10, 2026, 2:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f47273e1088190b899071baff1375a |
completed | May 1, 2026, 9:29 a.m. |
| NEDg | Description generation | batch_69f47b7d4ef081908f7f87d90c00d9ed |
completed | May 1, 2026, 10:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f47de8c9e48190af01918c9cd94c7d |
completed | May 1, 2026, 10:18 a.m. |
Created at: April 8, 2026, 9:46 p.m.