Triple
T22144035
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | !Kung people |
E547237
|
entity |
| Predicate | hasNotableEthnographyBy |
P147145
|
FINISHED |
| Object |
Lorna Marshall
Lorna Marshall was an American anthropologist best known for her pioneering, long-term fieldwork and influential ethnographic studies of the Ju/’hoansi (formerly !Kung) people of the Kalahari Desert.
|
E1567810
|
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: Lorna Marshall | Statement: [!Kung people, hasNotableEthnographyBy, Lorna Marshall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lorna Marshall Context triple: [!Kung people, hasNotableEthnographyBy, Lorna Marshall]
-
A.
Lorna Edmonds
Lorna Edmonds is the daughter of Helen Soby and British television and radio presenter Noel Edmonds.
-
B.
Lorna Campbell
Lorna Campbell is a fictional British intelligence agent and key supporting character who assists the bumbling spy in the comedy film "Johnny English."
-
C.
Lorna Adams
Lorna Adams is best known as the wife of legendary American comedian and television pioneer Milton Berle.
-
D.
Lorna Crozier
Lorna Crozier is an acclaimed Canadian poet and educator known for her lyrical explorations of memory, landscape, and the human condition.
-
E.
Lorna Hutchinson
Lorna Hutchinson is a fictional English teacher and central character in the British television drama series "Waterloo Road," known for her complex personal relationships and professional struggles.
- 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: Lorna Marshall Triple: [!Kung people, hasNotableEthnographyBy, Lorna Marshall]
Generated description
Lorna Marshall was an American anthropologist best known for her pioneering, long-term fieldwork and influential ethnographic studies of the Ju/’hoansi (formerly !Kung) people of the Kalahari Desert.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lorna Marshall Target entity description: Lorna Marshall was an American anthropologist best known for her pioneering, long-term fieldwork and influential ethnographic studies of the Ju/’hoansi (formerly !Kung) people of the Kalahari Desert.
-
A.
Lorna Edmonds
Lorna Edmonds is the daughter of Helen Soby and British television and radio presenter Noel Edmonds.
-
B.
Lorna Campbell
Lorna Campbell is a fictional British intelligence agent and key supporting character who assists the bumbling spy in the comedy film "Johnny English."
-
C.
Lorna Adams
Lorna Adams is best known as the wife of legendary American comedian and television pioneer Milton Berle.
-
D.
Lorna Crozier
Lorna Crozier is an acclaimed Canadian poet and educator known for her lyrical explorations of memory, landscape, and the human condition.
-
E.
Lorna Hutchinson
Lorna Hutchinson is a fictional English teacher and central character in the British television drama series "Waterloo Road," known for her complex personal relationships and professional struggles.
- 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_69e11e3a95d88190a3bd80d9471976c3 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f129c045448190b3d189cdb8c0d2fd |
completed | April 28, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c0abd066081909ce2709cd85a1551 |
completed | May 19, 2026, 7:01 a.m. |
| NEDg | Description generation | batch_6a0c0b70986c81909e1db90201b55f9d |
completed | May 19, 2026, 7:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c0c368c1c81909075c3d9802cfa2f |
completed | May 19, 2026, 7:07 a.m. |
Created at: April 16, 2026, 8:32 p.m.