Triple
T16164638
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nathaniel Dwayne Hale |
E392271
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Long Beach, California, United States
Long Beach is a major coastal city in Southern California known for its busy port, waterfront attractions, and vibrant urban culture within the Los Angeles metropolitan area.
|
E5431
|
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: Long Beach, California, United States | Statement: [Nathaniel Dwayne Hale, placeOfBirth, Long Beach, California, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Long Beach, California, United States Context triple: [Nathaniel Dwayne Hale, placeOfBirth, Long Beach, California, United States]
-
A.
Long Beach
Long Beach is a small coastal city in southern Mississippi known for its white-sand beaches, proximity to the Gulf of Mexico, and relaxed residential character.
-
B.
Long Beach
Long Beach is a renowned stretch of sandy coastline near Tofino on Vancouver Island, famous for its surfing, storm watching, and scenic Pacific Rim National Park setting.
-
C.
Long Beach
Long Beach is a popular oceanfront city and barrier island community on the south shore of Long Island in New York, known for its sandy beaches and boardwalk.
-
D.
Long Beach
Long Beach is a popular, scenic stretch of sandy shoreline on Vietnam’s Phu Quoc Island, known for its sunsets, resorts, and calm tropical waters.
-
E.
Long Beach
Long Beach is a popular coastal beach area in Puerto Plata, Dominican Republic, known for its sandy shoreline and seaside recreation.
- 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: Long Beach, California, United States Triple: [Nathaniel Dwayne Hale, placeOfBirth, Long Beach, California, United States]
Generated description
Long Beach is a major coastal city in Southern California known for its busy port, waterfront attractions, and vibrant urban culture within the Los Angeles metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Long Beach, California, United States Target entity description: Long Beach is a major coastal city in Southern California known for its busy port, waterfront attractions, and vibrant urban culture within the Los Angeles metropolitan area.
-
A.
Long Beach
Long Beach is a renowned stretch of sandy coastline near Tofino on Vancouver Island, famous for its surfing, storm watching, and scenic Pacific Rim National Park setting.
-
B.
Long Beach
Long Beach is a small coastal city in southern Mississippi known for its white-sand beaches, proximity to the Gulf of Mexico, and relaxed residential character.
-
C.
Long Beach
Long Beach is a popular oceanfront city and barrier island community on the south shore of Long Island in New York, known for its sandy beaches and boardwalk.
-
D.
Long Beach
Long Beach is a popular coastal beach area in Puerto Plata, Dominican Republic, known for its sandy shoreline and seaside recreation.
-
E.
Long Beach
chosen
Long Beach is a coastal city in Southern California known for its busy port, waterfront attractions, and diverse urban community within the Los Angeles metropolitan area.
- F. None of above.
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_69d87f1d32208190942e4e499a80c18c |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21e622ae481909f3cf25b38886d3a |
completed | April 17, 2026, 11:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7b69adc8190ba90d68acaaca509 |
completed | May 10, 2026, 3:12 a.m. |
| NEDg | Description generation | batch_69fff963de888190b2222c3ec0b4a8fd |
completed | May 10, 2026, 3:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff9f70afc8190bd8e77465ce6bd0b |
completed | May 10, 2026, 3:22 a.m. |
Created at: April 10, 2026, 5:02 a.m.