Triple
T794944
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Twentynine Palms, California |
E16996
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Oasis of Mara
Oasis of Mara is a historic desert spring and palm oasis in Twentynine Palms, California, known as a vital water source and cultural site for Native American tribes and early settlers.
|
E99065
|
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: Oasis of Mara | Statement: [Twentynine Palms, California, hasAttraction, Oasis of Mara]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oasis of Mara Context triple: [Twentynine Palms, California, hasAttraction, Oasis of Mara]
-
A.
Thari
Thari is a regional dialect of the Sindhi language spoken primarily in the Thar Desert region of Pakistan and India.
-
B.
Mauregard
Mauregard is a small commune in the Seine-et-Marne department of the Île-de-France region in north-central France, situated near Paris Charles de Gaulle Airport.
-
C.
Ein Gedi
Ein Gedi is an oasis and nature reserve in the Judean Desert of Israel, famed for its springs, waterfalls, rich wildlife, and archaeological sites.
-
D.
Tihamah
Tihamah is a low-lying coastal plain along the Red Sea in western Arabia, known historically as a hot, arid region encompassing parts of modern-day Saudi Arabia and Yemen.
-
E.
The Mara
The Mara is a quick-service restaurant at Disney’s Animal Kingdom Lodge offering African-inspired and American dishes in a casual setting.
- 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: Oasis of Mara Triple: [Twentynine Palms, California, hasAttraction, Oasis of Mara]
Generated description
Oasis of Mara is a historic desert spring and palm oasis in Twentynine Palms, California, known as a vital water source and cultural site for Native American tribes and early settlers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oasis of Mara Target entity description: Oasis of Mara is a historic desert spring and palm oasis in Twentynine Palms, California, known as a vital water source and cultural site for Native American tribes and early settlers.
-
A.
Thari
Thari is a regional dialect of the Sindhi language spoken primarily in the Thar Desert region of Pakistan and India.
-
B.
Mauregard
Mauregard is a small commune in the Seine-et-Marne department of the Île-de-France region in north-central France, situated near Paris Charles de Gaulle Airport.
-
C.
Ein Gedi
Ein Gedi is an oasis and nature reserve in the Judean Desert of Israel, famed for its springs, waterfalls, rich wildlife, and archaeological sites.
-
D.
Tihamah
Tihamah is a low-lying coastal plain along the Red Sea in western Arabia, known historically as a hot, arid region encompassing parts of modern-day Saudi Arabia and Yemen.
-
E.
The Mara
The Mara is a quick-service restaurant at Disney’s Animal Kingdom Lodge offering African-inspired and American dishes in a casual setting.
- 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_69a4936cb7448190914f5fe4b8d81607 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a7b04cd8819092e2fd7ba4df8672 |
completed | March 1, 2026, 8:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a792892a588190b15b0cb95c431084 |
completed | March 4, 2026, 2:01 a.m. |
| NEDg | Description generation | batch_69a79335d99c819098c72e7a86ad1130 |
completed | March 4, 2026, 2:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a793c612d88190bce254142bd75f67 |
completed | March 4, 2026, 2:07 a.m. |
Created at: March 1, 2026, 7:38 p.m.