Triple
T84683
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand Rapids, Michigan |
E1703
|
entity |
| Predicate | hasZoo |
P3480
|
FINISHED |
| Object |
John Ball Zoo
John Ball Zoo is a popular mid-sized zoological park and educational attraction located in Grand Rapids, Michigan.
|
E9655
|
NE FINISHED |
How this triple was built (5 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: John Ball Zoo | Statement: [Grand Rapids, Michigan, hasZoo, John Ball Zoo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Ball Zoo Context triple: [Grand Rapids, Michigan, hasZoo, John Ball Zoo]
-
A.
Pueblo Zoo
Pueblo Zoo is a mid-sized, accredited zoological park in Pueblo, Colorado, featuring diverse animal exhibits and conservation-focused educational programs for visitors.
-
B.
Oregon Zoo
The Oregon Zoo is a major zoological park in Portland, Oregon, known for its extensive animal exhibits, conservation programs, and family-friendly attractions.
-
C.
Shedd Aquarium
Shedd Aquarium is a major indoor public aquarium in Chicago renowned for its extensive marine life exhibits and role in aquatic conservation and education.
-
D.
San Diego Zoo
The San Diego Zoo is a world-renowned zoological park in San Diego known for its extensive collection of animals, pioneering open-air habitats, and leading conservation and research programs.
-
E.
Callaway Gardens
Callaway Gardens is a large resort and public garden complex in western Georgia known for its landscaped grounds, outdoor recreation, and seasonal events.
- 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: John Ball Zoo Triple: [Grand Rapids, Michigan, hasZoo, John Ball Zoo]
Generated description
John Ball Zoo is a popular mid-sized zoological park and educational attraction located in Grand Rapids, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Ball Zoo Target entity description: John Ball Zoo is a popular mid-sized zoological park and educational attraction located in Grand Rapids, Michigan.
-
A.
Pueblo Zoo
Pueblo Zoo is a mid-sized, accredited zoological park in Pueblo, Colorado, featuring diverse animal exhibits and conservation-focused educational programs for visitors.
-
B.
Oregon Zoo
The Oregon Zoo is a major zoological park in Portland, Oregon, known for its extensive animal exhibits, conservation programs, and family-friendly attractions.
-
C.
Shedd Aquarium
Shedd Aquarium is a major indoor public aquarium in Chicago renowned for its extensive marine life exhibits and role in aquatic conservation and education.
-
D.
San Diego Zoo
The San Diego Zoo is a world-renowned zoological park in San Diego known for its extensive collection of animals, pioneering open-air habitats, and leading conservation and research programs.
-
E.
Callaway Gardens
Callaway Gardens is a large resort and public garden complex in western Georgia known for its landscaped grounds, outdoor recreation, and seasonal events.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasZoo Context triple: [Grand Rapids, Michigan, hasZoo, John Ball Zoo]
-
A.
isHomeOf
Indicates that a place serves as the primary residence or base for a person, group, or organization.
-
B.
hasEndemicSpecies
Indicates that a place or region contains species that are native to and found only within that specific geographic area.
-
C.
hasMascot
Indicates that an entity is represented or symbolized by a particular mascot.
-
D.
hasOfficialStateAnimal
Indicates that a political entity has a formally designated animal recognized as its official state symbol.
-
E.
hasIsland
Indicates that one entity possesses, contains, or includes an island as part of its domain, territory, or structure.
- F. None of above. chosen
Provenance (7 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_69a24c8150408190910a693eb51c1f71 |
completed | Feb. 28, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69a24f4e73c081908d2da146226ef05e |
completed | Feb. 28, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a26c1b81a88190ba473b28dd88fdb8 |
completed | Feb. 28, 2026, 4:16 a.m. |
| NEDg | Description generation | batch_69a26d3eee308190a591a8b71fc3aea9 |
completed | Feb. 28, 2026, 4:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a26d9fb7248190b358c6f890eac0e9 |
completed | Feb. 28, 2026, 4:22 a.m. |
| PD | Predicate disambiguation | batch_69a24eb469548190b38c24e81f36c838 |
completed | Feb. 28, 2026, 2:11 a.m. |
| PDg | Predicate description generation | batch_69a24f4b4658819087902414959161fb |
completed | Feb. 28, 2026, 2:13 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.