Triple
T2638799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hattiesburg, Mississippi |
E62812
|
entity |
| Predicate | hasZoo |
P3480
|
FINISHED |
| Object |
Hattiesburg Zoo
Hattiesburg Zoo is a small, family-friendly zoological park in Hattiesburg, Mississippi, featuring a variety of animal exhibits, educational programs, and recreational attractions.
|
E284294
|
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 Zoo | Statement: [Hattiesburg, Mississippi, hasZoo, Hattiesburg Zoo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hattiesburg Zoo Context triple: [Hattiesburg, Mississippi, hasZoo, Hattiesburg Zoo]
-
A.
Memphis Zoo
Memphis Zoo is a major zoological park in Memphis, Tennessee, known for its extensive animal exhibits and conservation and education programs.
-
B.
Tulsa Zoo
Tulsa Zoo is a family-oriented zoological park in Tulsa, Oklahoma, featuring diverse animal exhibits, conservation programs, and educational activities.
-
C.
Gulf Breeze Zoo
Gulf Breeze Zoo is a zoological park in Gulf Breeze, Florida, featuring a variety of animal exhibits and family-oriented wildlife experiences.
-
D.
Bear Hollow Zoo
Bear Hollow Zoo is a small, community-focused wildlife exhibit and rehabilitation facility in Athens, Georgia, featuring native Georgia animals and educational programs.
-
E.
Abilene Zoo
Abilene Zoo is a regional zoological park in Abilene, Texas, featuring a variety of animal exhibits and conservation-focused educational programs for visitors.
- 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 Zoo Triple: [Hattiesburg, Mississippi, hasZoo, Hattiesburg Zoo]
Generated description
Hattiesburg Zoo is a small, family-friendly zoological park in Hattiesburg, Mississippi, featuring a variety of animal exhibits, educational programs, and recreational attractions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hattiesburg Zoo Target entity description: Hattiesburg Zoo is a small, family-friendly zoological park in Hattiesburg, Mississippi, featuring a variety of animal exhibits, educational programs, and recreational attractions.
-
A.
Memphis Zoo
Memphis Zoo is a major zoological park in Memphis, Tennessee, known for its extensive animal exhibits and conservation and education programs.
-
B.
Tulsa Zoo
Tulsa Zoo is a family-oriented zoological park in Tulsa, Oklahoma, featuring diverse animal exhibits, conservation programs, and educational activities.
-
C.
Gulf Breeze Zoo
Gulf Breeze Zoo is a zoological park in Gulf Breeze, Florida, featuring a variety of animal exhibits and family-oriented wildlife experiences.
-
D.
Bear Hollow Zoo
Bear Hollow Zoo is a small, community-focused wildlife exhibit and rehabilitation facility in Athens, Georgia, featuring native Georgia animals and educational programs.
-
E.
Abilene Zoo
Abilene Zoo is a regional zoological park in Abilene, Texas, featuring a variety of animal exhibits and conservation-focused educational programs for visitors.
- 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_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.