Triple
T15920080
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maalouf |
E386067
|
entity |
| Predicate | hasDiasporaAssociation |
P2103
|
FINISHED |
| Object |
Lebanese diaspora
The Lebanese diaspora is a global community of people of Lebanese origin living outside Lebanon, known for its significant presence in the Americas, Europe, Africa, and Australia and its strong cultural, economic, and political ties to the homeland.
|
E1184045
|
NE FINISHED |
How this triple was built (5 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: Lebanese diaspora | Statement: [Maalouf, hasDiasporaAssociation, Lebanese diaspora]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lebanese diaspora Context triple: [Maalouf, hasDiasporaAssociation, Lebanese diaspora]
-
A.
Lebanese people
Lebanese people are an ethnically diverse Levantine population primarily associated with the modern nation of Lebanon, sharing deep historical, cultural, and social ties with neighboring Arab groups, including Palestinians.
-
B.
Lebanese American
A Lebanese American is a U.S. citizen or resident of Lebanese ancestry, reflecting a blend of Lebanese cultural heritage and American identity.
-
C.
Syrian diaspora
The Syrian diaspora is the global community of people of Syrian origin who have settled outside Syria, often as a result of conflict, economic migration, and historical trade and migration patterns.
-
D.
Arab diaspora
The Arab diaspora is a global community of people of Arab origin living outside the Arab world, known for maintaining cultural ties while integrating into diverse societies across the Americas, Europe, Africa, and beyond.
-
E.
Lebanese Mexicans
Lebanese Mexicans are a Mexican community of Lebanese descent whose cultural, economic, and artistic contributions have had a significant impact on Mexico’s society and public life.
- 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: Lebanese diaspora Triple: [Maalouf, hasDiasporaAssociation, Lebanese diaspora]
Generated description
The Lebanese diaspora is a global community of people of Lebanese origin living outside Lebanon, known for its significant presence in the Americas, Europe, Africa, and Australia and its strong cultural, economic, and political ties to the homeland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lebanese diaspora Target entity description: The Lebanese diaspora is a global community of people of Lebanese origin living outside Lebanon, known for its significant presence in the Americas, Europe, Africa, and Australia and its strong cultural, economic, and political ties to the homeland.
-
A.
Lebanese people
Lebanese people are an ethnically diverse Levantine population primarily associated with the modern nation of Lebanon, sharing deep historical, cultural, and social ties with neighboring Arab groups, including Palestinians.
-
B.
Lebanese American
A Lebanese American is a U.S. citizen or resident of Lebanese ancestry, reflecting a blend of Lebanese cultural heritage and American identity.
-
C.
Syrian diaspora
The Syrian diaspora is the global community of people of Syrian origin who have settled outside Syria, often as a result of conflict, economic migration, and historical trade and migration patterns.
-
D.
Arab diaspora
The Arab diaspora is a global community of people of Arab origin living outside the Arab world, known for maintaining cultural ties while integrating into diverse societies across the Americas, Europe, Africa, and beyond.
-
E.
Lebanese Mexicans
Lebanese Mexicans are a Mexican community of Lebanese descent whose cultural, economic, and artistic contributions have had a significant impact on Mexico’s society and public life.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasDiasporaAssociation Context triple: [Maalouf, hasDiasporaAssociation, Lebanese diaspora]
-
A.
hasDiaspora
chosen
Indicates that a group, community, or population has members who have dispersed or settled outside their original homeland or region.
-
B.
hasDiasporaConnectionsWith
Indicates a relationship in which two entities are linked through diaspora ties, such as shared migrant communities, heritage networks, or transnational connections formed by people living outside their place of origin.
-
C.
hasDiasporaDestination
Indicates that a group or population has a primary or notable destination country or region to which its members have dispersed or migrated as a diaspora.
-
D.
hasDiasporaContext
Indicates that a relationship, event, or situation is understood or framed within the context of a diaspora community, its experiences, or its transnational connections.
-
E.
hasDiasporaInfluenceOn
Indicates that a diaspora community exerts cultural, social, economic, or political influence on another entity, such as a country, region, or group.
- F. None of above.
Provenance (6 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_69d86da686e4819097cbf3b1fc2d881d |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e172b48b308190bc430b2308cbc75b |
completed | April 16, 2026, 11:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb5a96e508190a64c2be6dc506e86 |
completed | May 9, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69ffb62f3d8881908ede4a9a4b53bef2 |
completed | May 9, 2026, 10:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb6f3154481909632913f4d7cfdba |
completed | May 9, 2026, 10:36 p.m. |
| PD | Predicate disambiguation | batch_69e142cf5c548190a931f7b58144cd31 |
completed | April 16, 2026, 8:13 p.m. |
Created at: April 10, 2026, 4:52 a.m.