Triple

T19711237
Position Surface form Disambiguated ID Type / Status
Subject peyote E473348 entity
Predicate nativeTo P410 FINISHED
Object Tamaulipan thornscrub
Tamaulipan thornscrub is a dry, subtropical shrubland ecosystem of northeastern Mexico and southern Texas characterized by dense, spiny vegetation and high biodiversity adapted to arid conditions.
E1390899 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: Tamaulipan thornscrub | Statement: [peyote, nativeTo, Tamaulipan thornscrub]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tamaulipan thornscrub
Context triple: [peyote, nativeTo, Tamaulipan thornscrub]
  • A. Northwestern thorn scrub forests
    The Northwestern thorn scrub forests are a dry, sparsely wooded ecoregion of thorny shrubs and hardy trees that covers arid lowlands and foothills in parts of Pakistan and northwestern India.
  • B. 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.
  • C. 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.
  • D. Chaparral
    Chaparral is the roadrunner mascot representing the College of DuPage’s athletic teams and school spirit.
  • E. 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.
  • 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: Tamaulipan thornscrub
Triple: [peyote, nativeTo, Tamaulipan thornscrub]
Generated description
Tamaulipan thornscrub is a dry, subtropical shrubland ecosystem of northeastern Mexico and southern Texas characterized by dense, spiny vegetation and high biodiversity adapted to arid conditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tamaulipan thornscrub
Target entity description: Tamaulipan thornscrub is a dry, subtropical shrubland ecosystem of northeastern Mexico and southern Texas characterized by dense, spiny vegetation and high biodiversity adapted to arid conditions.
  • A. Northwestern thorn scrub forests
    The Northwestern thorn scrub forests are a dry, sparsely wooded ecoregion of thorny shrubs and hardy trees that covers arid lowlands and foothills in parts of Pakistan and northwestern India.
  • B. 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.
  • C. 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.
  • D. Chaparral
    Chaparral is the roadrunner mascot representing the College of DuPage’s athletic teams and school spirit.
  • E. 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.
  • 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_69d8e516dd048190a0b6c93ea3e71f58 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e64408bde08190aa3bef8516491e03 completed April 20, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ab9ea0708190ba465450a31e5aef completed May 15, 2026, 11:26 p.m.
NEDg Description generation batch_6a07ac97c68c819094b8013f6134ba8a completed May 15, 2026, 11:30 p.m.
NED2 Entity disambiguation (via description) batch_6a07ae88e76481908b9a6fda698eec12 completed May 15, 2026, 11:38 p.m.
Created at: April 10, 2026, 1:46 p.m.