Triple
T3277066
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Émile |
E68781
|
entity |
| Predicate | notableBearer |
P458
|
FINISHED |
| Object |
Émile Lahoud
Émile Lahoud is a Lebanese military officer and politician who served as President of Lebanon from 1998 to 2007.
|
E345387
|
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: Émile Lahoud | Statement: [Émile, notableBearer, Émile Lahoud]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Émile Lahoud Context triple: [Émile, notableBearer, Émile Lahoud]
-
A.
Taymour Jumblatt
Taymour Jumblatt is a Lebanese Druze politician and heir to the leadership of the Progressive Socialist Party, succeeding his father Walid Jumblatt.
-
B.
Kamal Jumblatt
Kamal Jumblatt was a prominent Lebanese Druze leader, socialist thinker, and founder of the Progressive Socialist Party who played a major role in Lebanon’s mid-20th-century politics and civil war era.
-
C.
Walid Jumblatt
Walid Jumblatt is a prominent Lebanese politician and long-time leader of the Progressive Socialist Party, widely recognized as one of the most influential figures of the Druze community in Lebanon.
-
D.
Hassan Nasrallah
Hassan Nasrallah is the long-time Secretary-General of Hezbollah, a powerful Lebanese Shiite political and militant organization.
-
E.
Rafic Hariri
Rafic Hariri was a Lebanese businessman and politician who served multiple terms as Prime Minister and played a major role in the post-civil war reconstruction of Lebanon.
- 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: Émile Lahoud Triple: [Émile, notableBearer, Émile Lahoud]
Generated description
Émile Lahoud is a Lebanese military officer and politician who served as President of Lebanon from 1998 to 2007.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Émile Lahoud Target entity description: Émile Lahoud is a Lebanese military officer and politician who served as President of Lebanon from 1998 to 2007.
-
A.
Taymour Jumblatt
Taymour Jumblatt is a Lebanese Druze politician and heir to the leadership of the Progressive Socialist Party, succeeding his father Walid Jumblatt.
-
B.
Kamal Jumblatt
Kamal Jumblatt was a prominent Lebanese Druze leader, socialist thinker, and founder of the Progressive Socialist Party who played a major role in Lebanon’s mid-20th-century politics and civil war era.
-
C.
Walid Jumblatt
Walid Jumblatt is a prominent Lebanese politician and long-time leader of the Progressive Socialist Party, widely recognized as one of the most influential figures of the Druze community in Lebanon.
-
D.
Hassan Nasrallah
Hassan Nasrallah is the long-time Secretary-General of Hezbollah, a powerful Lebanese Shiite political and militant organization.
-
E.
Rafic Hariri
Rafic Hariri was a Lebanese businessman and politician who served multiple terms as Prime Minister and played a major role in the post-civil war reconstruction of Lebanon.
- 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_69ad859b54f881909bf530d549caf2fd |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb0128f08819084644f3c8fda2596 |
completed | March 8, 2026, 5:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2e84a3c2c8190908152fc042fcad1 |
completed | March 12, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69b2e939460481909743b49e274b693e |
completed | March 12, 2026, 4:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2ecfd3c20819089bc0b2141aee8eb |
completed | March 12, 2026, 4:42 p.m. |
Created at: March 8, 2026, 3:10 p.m.