Triple
T297918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Beach |
E6132
|
entity |
| Predicate | hasDemographicGroup |
P1898
|
FINISHED |
| Object | Italian Americans |
E27554
|
NE FINISHED |
How this triple was built (3 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: Italian Americans | Statement: [North Beach, hasDemographicGroup, Italian Americans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Italian Americans Context triple: [North Beach, hasDemographicGroup, Italian Americans]
-
A.
Italian American
chosen
Italian American refers to a U.S. ethnic group comprising Americans of Italian ancestry, known for their significant cultural, culinary, and social contributions to American society.
-
B.
Italians
Italians are a Romance-speaking ethnic group native primarily to the Italian Peninsula, known for their rich cultural heritage in art, cuisine, music, and history.
-
C.
Irish American
Irish Americans are U.S. residents of Irish ancestry, known for their significant cultural, political, and historical influence in the United States.
-
D.
German Americans
German Americans are U.S. residents of German ancestry, one of the country’s largest and historically most influential ethnic groups, with deep cultural, political, and economic contributions to American society.
-
E.
Italian Jews
Italian Jews are a historic Jewish community in Italy, shaped by centuries of interaction with Italian culture and including distinct traditions such as the ancient Roman Jewish rite.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasDemographicGroup Context triple: [North Beach, hasDemographicGroup, Italian Americans]
-
A.
hasDemographic
Indicates that an entity is associated with or characterized by a particular demographic group or attribute.
-
B.
hasSignificantPopulationGroup
chosen
Indicates that an entity contains or is associated with a notable or substantial subgroup of a population, distinguished by shared characteristics or attributes.
-
C.
demographicsLabel
Indicates the categorical demographic group or segment that an entity is associated with or classified under.
-
D.
demographicCharacteristic
Indicates that one entity specifies or describes a demographic attribute or feature (such as age, gender, ethnicity, or similar population-related trait) of another entity.
-
E.
hasPopulationType
Indicates that an entity’s population is classified according to a specific type or category (e.g., demographic, biological, or statistical grouping).
- F. None of above.
Provenance (4 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_69a2e79114b081909490b3bf5a5dbb51 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2ea4778cc8190be7b648a82542891 |
completed | Feb. 28, 2026, 1:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3a88a27648190a691c62f0361fd90 |
completed | March 1, 2026, 2:46 a.m. |
| PD | Predicate disambiguation | batch_69a2e937af888190a0960708f09ae033 |
completed | Feb. 28, 2026, 1:10 p.m. |
Created at: Feb. 28, 2026, 1:06 p.m.