Triple
T7763563
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ghomara language |
E176085
|
entity |
| Predicate | hasAlternativeName |
P39
|
FINISHED |
| Object |
Ghomari
Ghomari is an alternative name for the Ghomara language, a Northern Berber language spoken by the Ghomara people in northern Morocco.
|
E687664
|
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: Ghomari | Statement: [Ghomara language, hasAlternativeName, Ghomari]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghomari Context triple: [Ghomara language, hasAlternativeName, Ghomari]
-
A.
Hazmieh
Hazmieh is a suburban municipality southeast of Beirut, Lebanon, known for its residential neighborhoods, commercial centers, and strategic location near major highways.
-
B.
Ghoghla
Ghoghla is a coastal village and beach area in the Diu district of the Indian union territory of Dadra and Nagar Haveli and Daman and Diu, known for its long sandy shoreline and relatively quiet, scenic setting.
-
C.
Mughniyeh
Mughniyeh is a Lebanese family name most prominently associated with Imad Mughniyeh, a senior Hezbollah military commander.
-
D.
Ghomalaʼ
Ghomalaʼ is a Bantu language spoken primarily by the Bamileke people in western Cameroon.
-
E.
Afgooye
Afgooye is a town in southern Somalia located near Mogadishu, known historically as an agricultural and trading center along the Shabelle River.
- 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: Ghomari Triple: [Ghomara language, hasAlternativeName, Ghomari]
Generated description
Ghomari is an alternative name for the Ghomara language, a Northern Berber language spoken by the Ghomara people in northern Morocco.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghomari Target entity description: Ghomari is an alternative name for the Ghomara language, a Northern Berber language spoken by the Ghomara people in northern Morocco.
-
A.
Hazmieh
Hazmieh is a suburban municipality southeast of Beirut, Lebanon, known for its residential neighborhoods, commercial centers, and strategic location near major highways.
-
B.
Ghoghla
Ghoghla is a coastal village and beach area in the Diu district of the Indian union territory of Dadra and Nagar Haveli and Daman and Diu, known for its long sandy shoreline and relatively quiet, scenic setting.
-
C.
Mughniyeh
Mughniyeh is a Lebanese family name most prominently associated with Imad Mughniyeh, a senior Hezbollah military commander.
-
D.
Ghomalaʼ
Ghomalaʼ is a Bantu language spoken primarily by the Bamileke people in western Cameroon.
-
E.
Afgooye
Afgooye is a town in southern Somalia located near Mogadishu, known historically as an agricultural and trading center along the Shabelle River.
- 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_69c69962923c8190ac74d28b4f9fe0a0 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c704061d1881909b5b42bb93d2b8a7 |
completed | March 27, 2026, 10:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8c7da8b848190b378f694118dfa19 |
completed | March 29, 2026, 6:34 a.m. |
| NEDg | Description generation | batch_69c8c8d7a51481908fd537dbb57a6116 |
completed | March 29, 2026, 6:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8c98179908190a68b7f029fff8e3c |
completed | March 29, 2026, 6:41 a.m. |
Created at: March 27, 2026, 4:09 p.m.