Triple
T2345794
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Billings |
E45126
|
entity |
| Predicate | hasZoo |
P3480
|
FINISHED |
| Object |
ZooMontana
ZooMontana is a zoological and botanical park in Billings, Montana, featuring native and exotic wildlife exhibits and educational programs focused on the Northern Rockies ecosystem.
|
E257564
|
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: ZooMontana | Statement: [Billings, hasZoo, ZooMontana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ZooMontana Context triple: [Billings, hasZoo, ZooMontana]
-
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.
Tulsa Zoo
Tulsa Zoo is a family-oriented zoological park in Tulsa, Oklahoma, featuring diverse animal exhibits, conservation programs, and educational activities.
-
C.
Montana Natural History Center
The Montana Natural History Center is an educational museum and nature center in Missoula that focuses on the natural history, ecology, and wildlife of Montana and the Northern Rockies.
-
D.
Sedgwick County Zoo
Sedgwick County Zoo is a major zoological park in Wichita, Kansas, known for its extensive animal collection and conservation-focused exhibits.
-
E.
Topeka Zoo
The Topeka Zoo is a public zoological park in Topeka, Kansas, known for its diverse animal exhibits and conservation and education programs.
- 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: ZooMontana Triple: [Billings, hasZoo, ZooMontana]
Generated description
ZooMontana is a zoological and botanical park in Billings, Montana, featuring native and exotic wildlife exhibits and educational programs focused on the Northern Rockies ecosystem.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ZooMontana Target entity description: ZooMontana is a zoological and botanical park in Billings, Montana, featuring native and exotic wildlife exhibits and educational programs focused on the Northern Rockies ecosystem.
-
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.
Tulsa Zoo
Tulsa Zoo is a family-oriented zoological park in Tulsa, Oklahoma, featuring diverse animal exhibits, conservation programs, and educational activities.
-
C.
Montana Natural History Center
The Montana Natural History Center is an educational museum and nature center in Missoula that focuses on the natural history, ecology, and wildlife of Montana and the Northern Rockies.
-
D.
Sedgwick County Zoo
Sedgwick County Zoo is a major zoological park in Wichita, Kansas, known for its extensive animal collection and conservation-focused exhibits.
-
E.
Topeka Zoo
The Topeka Zoo is a public zoological park in Topeka, Kansas, known for its diverse animal exhibits and conservation and education programs.
- 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_69a88917935081909b755dbf38e81024 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abc6c7cb9481909405aeb503f804ae |
completed | March 7, 2026, 6:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae9628059481909c96a7661bc87a73 |
completed | March 9, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_69ae9727a28881909eebc67189dfc856 |
completed | March 9, 2026, 9:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae9795cf048190bc7a01ef86c12138 |
completed | March 9, 2026, 9:49 a.m. |
Created at: March 4, 2026, 7:52 p.m.