Triple
T11945825
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hattiesburg Zoo |
E284294
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object |
Hattiesburg metropolitan area
The Hattiesburg metropolitan area is a regional urban hub in southern Mississippi centered on the city of Hattiesburg and its surrounding communities.
|
E998107
|
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: Hattiesburg metropolitan area | Statement: [Hattiesburg Zoo, regionServed, Hattiesburg metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hattiesburg metropolitan area Context triple: [Hattiesburg Zoo, regionServed, Hattiesburg metropolitan area]
-
A.
Hattiesburg, Mississippi
Hattiesburg, Mississippi is a mid-sized city in southern Mississippi known as a regional hub for education, healthcare, and transportation, home to the University of Southern Mississippi and a historic downtown.
-
B.
Gulfport–Biloxi metropolitan area
The Gulfport–Biloxi metropolitan area is a coastal urban region in southern Mississippi centered on the cities of Gulfport and Biloxi, known for its tourism, casinos, and Gulf Coast beaches.
-
C.
Shreveport–Bossier City metropolitan area
The Shreveport–Bossier City metropolitan area is a regional urban hub in northwestern Louisiana centered on the twin cities of Shreveport and Bossier City, known for its casinos, healthcare and service industries, and role as an economic and cultural center for the Ark-La-Tex region.
-
D.
Jackson, MS Metropolitan Statistical Area
The Jackson, MS Metropolitan Statistical Area is a U.S. Census-defined region centered on Jackson, Mississippi, encompassing the city and its surrounding counties as a single economic and population hub.
-
E.
Starkville micropolitan area
The Starkville micropolitan area is a small urban region in northeastern Mississippi centered on the city of Starkville and its surrounding communities, often associated with Mississippi State University and its local economy.
- 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: Hattiesburg metropolitan area Triple: [Hattiesburg Zoo, regionServed, Hattiesburg metropolitan area]
Generated description
The Hattiesburg metropolitan area is a regional urban hub in southern Mississippi centered on the city of Hattiesburg and its surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hattiesburg metropolitan area Target entity description: The Hattiesburg metropolitan area is a regional urban hub in southern Mississippi centered on the city of Hattiesburg and its surrounding communities.
-
A.
Hattiesburg, Mississippi
Hattiesburg, Mississippi is a mid-sized city in southern Mississippi known as a regional hub for education, healthcare, and transportation, home to the University of Southern Mississippi and a historic downtown.
-
B.
Gulfport–Biloxi metropolitan area
The Gulfport–Biloxi metropolitan area is a coastal urban region in southern Mississippi centered on the cities of Gulfport and Biloxi, known for its tourism, casinos, and Gulf Coast beaches.
-
C.
Shreveport–Bossier City metropolitan area
The Shreveport–Bossier City metropolitan area is a regional urban hub in northwestern Louisiana centered on the twin cities of Shreveport and Bossier City, known for its casinos, healthcare and service industries, and role as an economic and cultural center for the Ark-La-Tex region.
-
D.
Jackson, MS Metropolitan Statistical Area
The Jackson, MS Metropolitan Statistical Area is a U.S. Census-defined region centered on Jackson, Mississippi, encompassing the city and its surrounding counties as a single economic and population hub.
-
E.
Starkville micropolitan area
The Starkville micropolitan area is a small urban region in northeastern Mississippi centered on the city of Starkville and its surrounding communities, often associated with Mississippi State University and its local economy.
- 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_69d6ab2db38c8190b1f0ed6663ef8ada |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903456ec0819082b8b10755a6b732 |
completed | April 10, 2026, 2:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6717c2d848190b702470e6bcead2d |
completed | May 2, 2026, 9:49 p.m. |
| NEDg | Description generation | batch_69f675bd9e2c8190920e286cc07b7e46 |
completed | May 2, 2026, 10:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6768236748190928aa8b8f500b49d |
completed | May 2, 2026, 10:11 p.m. |
Created at: April 8, 2026, 9:45 p.m.