Triple
T19547935
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ziz Valley |
E489123
|
entity |
| Predicate | nearSettlement |
P3883
|
FINISHED |
| Object |
Aoufous
Aoufous is a small village in eastern Morocco situated along the Ziz River, known for its traditional oasis agriculture and surrounding desert landscapes.
|
E1381944
|
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: Aoufous | Statement: [Ziz Valley, nearSettlement, Aoufous]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aoufous Context triple: [Ziz Valley, nearSettlement, Aoufous]
-
A.
Niuafou
Niuafou is another name for the Niuafoʻou language, a Polynesian language spoken on the island of Niuafoʻou in Tonga.
-
B.
Aokas
Aokas is a coastal town in northern Algeria known for its Mediterranean beaches, karst caves, and location along the scenic shoreline of Béjaïa Province.
-
C.
Athois
Athois is the French demonym for an inhabitant of the town of Ath in Belgium.
-
D.
Wusse
Wusse is a small settlement in the German state of Mecklenburg-Vorpommern that serves as the administrative seat of the municipality of Ummanz.
-
E.
Poulus
Poulus is a personal name variant derived from the given name Poul.
- 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: Aoufous Triple: [Ziz Valley, nearSettlement, Aoufous]
Generated description
Aoufous is a small village in eastern Morocco situated along the Ziz River, known for its traditional oasis agriculture and surrounding desert landscapes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aoufous Target entity description: Aoufous is a small village in eastern Morocco situated along the Ziz River, known for its traditional oasis agriculture and surrounding desert landscapes.
-
A.
Niuafou
Niuafou is another name for the Niuafoʻou language, a Polynesian language spoken on the island of Niuafoʻou in Tonga.
-
B.
Aokas
Aokas is a coastal town in northern Algeria known for its Mediterranean beaches, karst caves, and location along the scenic shoreline of Béjaïa Province.
-
C.
Athois
Athois is the French demonym for an inhabitant of the town of Ath in Belgium.
-
D.
Wusse
Wusse is a small settlement in the German state of Mecklenburg-Vorpommern that serves as the administrative seat of the municipality of Ummanz.
-
E.
Poulus
Poulus is a personal name variant derived from the given name Poul.
- 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_69d8e8db5b6c8190984b61f91981f575 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e63d2e5e588190ac3a6f612d4fb54b |
completed | April 20, 2026, 2:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a074e8ab51481908a5f1a67643c0fd4 |
completed | May 15, 2026, 4:49 p.m. |
| NEDg | Description generation | batch_6a074fb48c348190ab6cb5571617b942 |
completed | May 15, 2026, 4:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a075092eaa08190bc8ec203bb8460a1 |
completed | May 15, 2026, 4:57 p.m. |
Created at: April 10, 2026, 1:41 p.m.