Triple
T4313008
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martha Lumpkin |
E94117
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Lumpkin
Lumpkin is a surname of English origin borne by various notable individuals and families.
|
E429290
|
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: Lumpkin | Statement: [Martha Lumpkin, familyName, Lumpkin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lumpkin Context triple: [Martha Lumpkin, familyName, Lumpkin]
-
A.
Troup
Troup is a surname of Scottish origin borne by various notable individuals, including politicians, artists, and public figures.
-
B.
Lumpkin County
Lumpkin County is a county in northern Georgia known historically as a center of the Georgia Gold Rush and for its location in the Appalachian foothills.
-
C.
Oakey
Oakey is a rural town in Queensland, Australia, situated on the Darling Downs west of Toowoomba.
-
D.
Pickens
Pickens is a surname of Scottish origin that has been borne by several notable American political and military figures.
-
E.
Dooly County
Dooly County is a rural county in central Georgia known for its agricultural economy and small-town communities.
- 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: Lumpkin Triple: [Martha Lumpkin, familyName, Lumpkin]
Generated description
Lumpkin is a surname of English origin borne by various notable individuals and families.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lumpkin Target entity description: Lumpkin is a surname of English origin borne by various notable individuals and families.
-
A.
Troup
Troup is a surname of Scottish origin borne by various notable individuals, including politicians, artists, and public figures.
-
B.
Lumpkin County
Lumpkin County is a county in northern Georgia known historically as a center of the Georgia Gold Rush and for its location in the Appalachian foothills.
-
C.
Oakey
Oakey is a rural town in Queensland, Australia, situated on the Darling Downs west of Toowoomba.
-
D.
Pickens
Pickens is a surname of Scottish origin that has been borne by several notable American political and military figures.
-
E.
Dooly County
Dooly County is a rural county in central Georgia known for its agricultural economy and small-town communities.
- 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_69b3451886588190a3dd1305ea7c58dc |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b350d8bff88190bcf7dd419d5f4312 |
completed | March 12, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c75f30f48190ab030d635bd334af |
completed | March 14, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_69b5c7d12d408190957f40fe4c9d7ab3 |
completed | March 14, 2026, 8:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5c890dfa48190af458943224ad2e2 |
completed | March 14, 2026, 8:44 p.m. |
Created at: March 12, 2026, 11:12 p.m.