Triple
T9526669
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gafat language |
E229775
|
entity |
| Predicate | documentedBy |
P4310
|
FINISHED |
| Object |
Charles William Isenberg
Charles William Isenberg was a 19th-century German missionary and linguist known for his pioneering documentation of Ethiopian languages, including Gafat.
|
E808266
|
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: Charles William Isenberg | Statement: [Gafat language, documentedBy, Charles William Isenberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charles William Isenberg Context triple: [Gafat language, documentedBy, Charles William Isenberg]
-
A.
Richard T. Heffron
Richard T. Heffron was an American film and television director known for works such as "Futureworld" and the miniseries "North and South."
-
B.
Gerald C. Meyers
Gerald C. Meyers is an American automotive executive best known for leading American Motors Corporation during the late 1970s and early 1980s.
-
C.
Thomas Ehrlich
Thomas Ehrlich is an American legal scholar and academic administrator known for serving as president of Indiana University and for his work promoting civic engagement in higher education.
-
D.
Edward Z. Milstein
Edward Z. Milstein is a television producer best known for his executive production work on the drama series "Once and Again."
-
E.
Robert Weinberg
Robert Weinberg is a prominent American cancer biologist best known for his pioneering work on oncogenes and tumor suppressor genes, which helped establish the molecular basis of cancer.
- 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: Charles William Isenberg Triple: [Gafat language, documentedBy, Charles William Isenberg]
Generated description
Charles William Isenberg was a 19th-century German missionary and linguist known for his pioneering documentation of Ethiopian languages, including Gafat.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charles William Isenberg Target entity description: Charles William Isenberg was a 19th-century German missionary and linguist known for his pioneering documentation of Ethiopian languages, including Gafat.
-
A.
Richard T. Heffron
Richard T. Heffron was an American film and television director known for works such as "Futureworld" and the miniseries "North and South."
-
B.
Gerald C. Meyers
Gerald C. Meyers is an American automotive executive best known for leading American Motors Corporation during the late 1970s and early 1980s.
-
C.
Thomas Ehrlich
Thomas Ehrlich is an American legal scholar and academic administrator known for serving as president of Indiana University and for his work promoting civic engagement in higher education.
-
D.
Edward Z. Milstein
Edward Z. Milstein is a television producer best known for his executive production work on the drama series "Once and Again."
-
E.
Robert Weinberg
Robert Weinberg is a prominent American cancer biologist best known for his pioneering work on oncogenes and tumor suppressor genes, which helped establish the molecular basis of cancer.
- 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_69ca8479934c81908006d0e6e970ae05 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd989c831081908877e42f7ead84ba |
completed | April 1, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1612f86ac8190a19a2d17b25c08e6 |
completed | April 4, 2026, 7:06 p.m. |
| NEDg | Description generation | batch_69d161c432b08190ba848159cc26a00c |
completed | April 4, 2026, 7:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d162fc597081909a57f842e41b1ad4 |
completed | April 4, 2026, 7:14 p.m. |
Created at: March 30, 2026, 8 p.m.