Triple
T16284048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kofa Mountains |
E395342
|
entity |
| Predicate | ecosystem |
P964
|
FINISHED |
| Object |
Sonoran Desert scrub
Sonoran Desert scrub is a dry, sparsely vegetated desert ecosystem dominated by drought-tolerant shrubs, cacti, and hardy grasses adapted to extreme heat and low rainfall.
|
E1205695
|
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: Sonoran Desert scrub | Statement: [Kofa Mountains, ecosystem, Sonoran Desert scrub]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sonoran Desert scrub Context triple: [Kofa Mountains, ecosystem, Sonoran Desert scrub]
-
A.
Chihuahuan Desert scrub
Chihuahuan Desert scrub is a dry, sparsely vegetated ecosystem dominated by hardy shrubs, cacti, and grasses adapted to the hot, arid conditions of the Chihuahuan Desert region.
-
B.
Gulf of California xeric scrub
The Gulf of California xeric scrub is a hot, arid ecoregion of northwestern Mexico characterized by sparse desert vegetation, high biodiversity, and numerous endemic species adapted to its harsh coastal and insular environments.
-
C.
Chaparral
Chaparral is the roadrunner mascot representing the College of DuPage’s athletic teams and school spirit.
-
D.
Chaparral
Chaparral is a significant municipality and urban center in Colombia’s Tolima Department, known for its agricultural economy and role in the region’s cultural and political history.
-
E.
Sonoran Desert
The Sonoran Desert is a vast, hot North American desert spanning parts of the southwestern United States and northwestern Mexico, renowned for its biodiversity and iconic saguaro cacti.
- 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: Sonoran Desert scrub Triple: [Kofa Mountains, ecosystem, Sonoran Desert scrub]
Generated description
Sonoran Desert scrub is a dry, sparsely vegetated desert ecosystem dominated by drought-tolerant shrubs, cacti, and hardy grasses adapted to extreme heat and low rainfall.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sonoran Desert scrub Target entity description: Sonoran Desert scrub is a dry, sparsely vegetated desert ecosystem dominated by drought-tolerant shrubs, cacti, and hardy grasses adapted to extreme heat and low rainfall.
-
A.
Chihuahuan Desert scrub
Chihuahuan Desert scrub is a dry, sparsely vegetated ecosystem dominated by hardy shrubs, cacti, and grasses adapted to the hot, arid conditions of the Chihuahuan Desert region.
-
B.
Gulf of California xeric scrub
The Gulf of California xeric scrub is a hot, arid ecoregion of northwestern Mexico characterized by sparse desert vegetation, high biodiversity, and numerous endemic species adapted to its harsh coastal and insular environments.
-
C.
Chaparral
Chaparral is the roadrunner mascot representing the College of DuPage’s athletic teams and school spirit.
-
D.
Chaparral
Chaparral is a significant municipality and urban center in Colombia’s Tolima Department, known for its agricultural economy and role in the region’s cultural and political history.
-
E.
Sonoran Desert
The Sonoran Desert is a vast, hot North American desert spanning parts of the southwestern United States and northwestern Mexico, renowned for its biodiversity and iconic saguaro cacti.
- 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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e24912c5808190a0d9c9f491315068 |
completed | April 17, 2026, 2:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001f93240881909d0beaddc92f0ad5 |
completed | May 10, 2026, 6:02 a.m. |
| NEDg | Description generation | batch_6a0021459c4081908e4c1d2e0bc8a5be |
completed | May 10, 2026, 6:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0022247e908190842ca6186b4e9c4c |
completed | May 10, 2026, 6:13 a.m. |
Created at: April 10, 2026, 5:05 a.m.