Triple
T2638786
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hattiesburg, Mississippi |
E62812
|
entity |
| Predicate | hasHistoricDistrict |
P295
|
FINISHED |
| Object |
downtown Hattiesburg historic district
The downtown Hattiesburg historic district is a preserved central area of Hattiesburg, Mississippi, known for its early 20th-century architecture, cultural landmarks, and role in the city’s commercial and civic history.
|
E62812
|
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: downtown Hattiesburg historic district | Statement: [Hattiesburg, Mississippi, hasHistoricDistrict, downtown Hattiesburg historic district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: downtown Hattiesburg historic district Context triple: [Hattiesburg, Mississippi, hasHistoricDistrict, downtown Hattiesburg historic district]
-
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.
Hannibal historic district
The Hannibal historic district is a preserved area in Hannibal, Missouri, known for its 19th-century architecture and its association with Mark Twain’s boyhood and literary settings.
-
C.
Tipton Downtown Historic District
Tipton Downtown Historic District is a historically significant commercial area in Tipton, Iowa, known for its preserved late-19th- and early-20th-century architecture that reflects the town’s development.
-
D.
Downtown Hannibal Historic District
Downtown Hannibal Historic District is a preserved historic commercial and cultural center in Hannibal, Missouri, known for its 19th-century architecture and ties to Mark Twain–era riverfront history.
-
E.
City of Childersburg
The City of Childersburg is a small municipality in central Alabama known for its historic roots and proximity to the Talladega National Forest and Coosa River.
- 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: downtown Hattiesburg historic district Triple: [Hattiesburg, Mississippi, hasHistoricDistrict, downtown Hattiesburg historic district]
Generated description
The downtown Hattiesburg historic district is a preserved central area of Hattiesburg, Mississippi, known for its early 20th-century architecture, cultural landmarks, and role in the city’s commercial and civic history.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: downtown Hattiesburg historic district Target entity description: The downtown Hattiesburg historic district is a preserved central area of Hattiesburg, Mississippi, known for its early 20th-century architecture, cultural landmarks, and role in the city’s commercial and civic history.
-
A.
Hattiesburg, Mississippi
chosen
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.
Hannibal historic district
The Hannibal historic district is a preserved area in Hannibal, Missouri, known for its 19th-century architecture and its association with Mark Twain’s boyhood and literary settings.
-
C.
Tipton Downtown Historic District
Tipton Downtown Historic District is a historically significant commercial area in Tipton, Iowa, known for its preserved late-19th- and early-20th-century architecture that reflects the town’s development.
-
D.
Downtown Hannibal Historic District
Downtown Hannibal Historic District is a preserved historic commercial and cultural center in Hannibal, Missouri, known for its 19th-century architecture and ties to Mark Twain–era riverfront history.
-
E.
City of Childersburg
The City of Childersburg is a small municipality in central Alabama known for its historic roots and proximity to the Talladega National Forest and Coosa River.
- 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_69ab4c3f2dcc819082df80f5e032f690 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abd8e470ac8190bd0d6de6805afcd0 |
completed | March 7, 2026, 7:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af90b628748190bdbb23f1d85bc3fd |
completed | March 10, 2026, 3:32 a.m. |
| NEDg | Description generation | batch_69af91c6de008190ad8fb3a3c06472cb |
completed | March 10, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9253953c8190a8e18c92d66263cc |
completed | March 10, 2026, 3:38 a.m. |
Created at: March 6, 2026, 9:53 p.m.