Triple
T16033961
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iyad Ag Ghaly |
E388918
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Ag Ghaly
Ag Ghaly is the surname of Iyad Ag Ghaly, a prominent Malian Tuareg Islamist militant leader.
|
E1191456
|
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: Ag Ghaly | Statement: [Iyad Ag Ghaly, familyName, Ag Ghaly]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ag Ghaly Context triple: [Iyad Ag Ghaly, familyName, Ag Ghaly]
-
A.
Sadd el-Ali
Sadd el-Ali is a massive embankment dam on the Nile River in southern Egypt, renowned for its role in controlling floods, providing hydroelectric power, and enabling year-round irrigation.
-
B.
Orabi
Orabi is a central Cairo Metro station on Line 1, located in downtown Cairo near major commercial and administrative areas.
-
C.
Ghanem
Ghanem is an Arabic family name notably borne by Alia Ghanem, the mother of Osama bin Laden.
-
D.
Tannourine el-Faouqa
Tannourine el-Faouqa is a mountainous village in northern Lebanon known for its traditional Lebanese architecture and proximity to the Tannourine Cedars Forest Nature Reserve.
-
E.
Ezbet El-Nakhl
Ezbet El-Nakhl is a district in the Greater Cairo area of Egypt that is served by a station on Cairo Metro Line 1.
- 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: Ag Ghaly Triple: [Iyad Ag Ghaly, familyName, Ag Ghaly]
Generated description
Ag Ghaly is the surname of Iyad Ag Ghaly, a prominent Malian Tuareg Islamist militant leader.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ag Ghaly Target entity description: Ag Ghaly is the surname of Iyad Ag Ghaly, a prominent Malian Tuareg Islamist militant leader.
-
A.
Sadd el-Ali
Sadd el-Ali is a massive embankment dam on the Nile River in southern Egypt, renowned for its role in controlling floods, providing hydroelectric power, and enabling year-round irrigation.
-
B.
Orabi
Orabi is a central Cairo Metro station on Line 1, located in downtown Cairo near major commercial and administrative areas.
-
C.
Ghanem
Ghanem is an Arabic family name notably borne by Alia Ghanem, the mother of Osama bin Laden.
-
D.
Tannourine el-Faouqa
Tannourine el-Faouqa is a mountainous village in northern Lebanon known for its traditional Lebanese architecture and proximity to the Tannourine Cedars Forest Nature Reserve.
-
E.
Ezbet El-Nakhl
Ezbet El-Nakhl is a district in the Greater Cairo area of Egypt that is served by a station on Cairo Metro Line 1.
- 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_69d86dada3808190825d5f80d72fbe88 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1833a5aa88190a5cc3f82d55f5b62 |
completed | April 17, 2026, 12:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffdbd1cafc81909125174eed475d55 |
completed | May 10, 2026, 1:13 a.m. |
| NEDg | Description generation | batch_69ffdd3c77908190b55c926445724348 |
completed | May 10, 2026, 1:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffddfdd3a48190a16dab4d458dc475 |
completed | May 10, 2026, 1:23 a.m. |
Created at: April 10, 2026, 4:56 a.m.