Triple
T9849534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taghazout |
E239428
|
entity |
| Predicate | hasNearbyTown |
P3883
|
FINISHED |
| Object |
Tamraght
Tamraght is a small coastal village in southern Morocco known for its surf-friendly beaches and relaxed atmosphere near Agadir.
|
E824906
|
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: Tamraght | Statement: [Taghazout, hasNearbyTown, Tamraght]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tamraght Context triple: [Taghazout, hasNearbyTown, Tamraght]
-
A.
Armant
Armant is a city in Egypt’s Luxor Governorate, known for its ancient Egyptian heritage and archaeological sites.
-
B.
Rhages
Rhages is an ancient city of Media, near modern Tehran in Iran, known from classical and biblical sources as an important regional center.
-
C.
Rasalhague
Rasalhague is the brightest star in the constellation Ophiuchus, representing the head of the serpent-bearer in the night sky.
-
D.
Lesath
Lesath is a bright blue subgiant star in the constellation Scorpius, forming part of the prominent "stinger" at the tip of the scorpion’s tail.
-
E.
Ban Saladan
Ban Saladan is a small coastal town on Ko Lanta in Thailand that serves as the island’s main gateway and commercial hub for visitors to Mu Ko Lanta National Park.
- 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: Tamraght Triple: [Taghazout, hasNearbyTown, Tamraght]
Generated description
Tamraght is a small coastal village in southern Morocco known for its surf-friendly beaches and relaxed atmosphere near Agadir.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tamraght Target entity description: Tamraght is a small coastal village in southern Morocco known for its surf-friendly beaches and relaxed atmosphere near Agadir.
-
A.
Armant
Armant is a city in Egypt’s Luxor Governorate, known for its ancient Egyptian heritage and archaeological sites.
-
B.
Rhages
Rhages is an ancient city of Media, near modern Tehran in Iran, known from classical and biblical sources as an important regional center.
-
C.
Rasalhague
Rasalhague is the brightest star in the constellation Ophiuchus, representing the head of the serpent-bearer in the night sky.
-
D.
Lesath
Lesath is a bright blue subgiant star in the constellation Scorpius, forming part of the prominent "stinger" at the tip of the scorpion’s tail.
-
E.
Ban Saladan
Ban Saladan is a small coastal town on Ko Lanta in Thailand that serves as the island’s main gateway and commercial hub for visitors to Mu Ko Lanta National Park.
- 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_69ca84e4fdc08190a624425bcef98665 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb372efc88190a801b2d7384445d7 |
completed | April 2, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5ea5eac8190af7fad00a6398c5e |
completed | April 5, 2026, 3:24 a.m. |
| NEDg | Description generation | batch_69d1d6815e28819081788393cda63bc0 |
completed | April 5, 2026, 3:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1d75210f4819096ee05a8b870581e |
completed | April 5, 2026, 3:30 a.m. |
Created at: March 30, 2026, 8:34 p.m.