Triple
T19875710
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Najib Mikati |
E477629
|
entity |
| Predicate | coFounded |
P104
|
FINISHED |
| Object |
Investcom
Investcom was a telecommunications company founded by Lebanese businessman Najib Mikati that grew into a major mobile operator in emerging markets before being acquired by MTN Group.
|
E1400513
|
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: Investcom | Statement: [Najib Mikati, coFounded, Investcom]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Investcom Context triple: [Najib Mikati, coFounded, Investcom]
-
A.
Asiatech
Asiatech was a short-lived Formula One engine manufacturer that supplied customer engines in the early 2000s after acquiring Peugeot’s F1 engine program.
-
B.
IC Corporation
IC Corporation was the former name of IC Bus, a major North American manufacturer of school and commercial buses.
-
C.
Nimco
Nimco is the wife of Somali-born British journalist and television news presenter Rageh Omaar.
-
D.
T-Com
T-Com is a telecommunications brand associated with Deutsche Telekom, known for providing mobile and fixed-line communication services and sponsoring major sports venues.
-
E.
Line Corporation
Line Corporation is a Japanese internet company best known for its LINE messaging app and related digital services, including games, payments, and entertainment content.
- 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: Investcom Triple: [Najib Mikati, coFounded, Investcom]
Generated description
Investcom was a telecommunications company founded by Lebanese businessman Najib Mikati that grew into a major mobile operator in emerging markets before being acquired by MTN Group.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Investcom Target entity description: Investcom was a telecommunications company founded by Lebanese businessman Najib Mikati that grew into a major mobile operator in emerging markets before being acquired by MTN Group.
-
A.
Asiatech
Asiatech was a short-lived Formula One engine manufacturer that supplied customer engines in the early 2000s after acquiring Peugeot’s F1 engine program.
-
B.
IC Corporation
IC Corporation was the former name of IC Bus, a major North American manufacturer of school and commercial buses.
-
C.
Nimco
Nimco is the wife of Somali-born British journalist and television news presenter Rageh Omaar.
-
D.
T-Com
T-Com is a telecommunications brand associated with Deutsche Telekom, known for providing mobile and fixed-line communication services and sponsoring major sports venues.
-
E.
Line Corporation
Line Corporation is a Japanese internet company best known for its LINE messaging app and related digital services, including games, payments, and entertainment content.
- 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_69d8e51e7d948190aedbcd6c30361c39 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e658db058c8190b7bf0b003ead5bfc |
completed | April 20, 2026, 4:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07dbc653b481908e2884c1d2aa6ead |
completed | May 16, 2026, 2:51 a.m. |
| NEDg | Description generation | batch_6a07dfbf3c5881909395e9cfa4986429 |
completed | May 16, 2026, 3:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07e08884788190b1c43d01e6022b4f |
completed | May 16, 2026, 3:12 a.m. |
Created at: April 10, 2026, 1:52 p.m.