Triple

T12127953
Position Surface form Disambiguated ID Type / Status
Subject Bat Flight Amphitheater E288856 entity
Predicate hasView P854 FINISHED
Object Carlsbad Caverns bat flight
Carlsbad Caverns bat flight is a popular natural spectacle in Carlsbad Caverns National Park where thousands of bats emerge en masse from the cave at dusk.
E965861 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: Carlsbad Caverns bat flight | Statement: [Bat Flight Amphitheater, hasView, Carlsbad Caverns bat flight]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Carlsbad Caverns bat flight
Context triple: [Bat Flight Amphitheater, hasView, Carlsbad Caverns bat flight]
  • A. Indiana bat
    The Indiana bat is a small, federally endangered North American bat species that roosts in caves and forests and plays an important role in insect control.
  • B. "What Is It Like to Be a Bat?"
    "What Is It Like to Be a Bat?" is a seminal 1974 philosophical essay by Thomas Nagel that argues the subjective character of conscious experience cannot be fully captured by objective, physicalist accounts of the mind.
  • C. Raptor Free Flight
    Raptor Free Flight is a live outdoor demonstration at the Arizona-Sonora Desert Museum where native birds of prey fly untethered in natural desert habitat while educators share information about their behavior and ecology.
  • D. Mexican long-tongued bat
    The Mexican long-tongued bat is a nectar-feeding bat species native to Mexico and the southwestern United States, known for its elongated tongue adapted for pollinating night-blooming cacti and other desert plants.
  • E. Horsfield's fruit bat
    Horsfield's fruit bat is a medium-sized Old World fruit bat species native to parts of South and Southeast Asia, known for its frugivorous diet and role in seed dispersal.
  • 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: Carlsbad Caverns bat flight
Triple: [Bat Flight Amphitheater, hasView, Carlsbad Caverns bat flight]
Generated description
Carlsbad Caverns bat flight is a popular natural spectacle in Carlsbad Caverns National Park where thousands of bats emerge en masse from the cave at dusk.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Carlsbad Caverns bat flight
Target entity description: Carlsbad Caverns bat flight is a popular natural spectacle in Carlsbad Caverns National Park where thousands of bats emerge en masse from the cave at dusk.
  • A. Indiana bat
    The Indiana bat is a small, federally endangered North American bat species that roosts in caves and forests and plays an important role in insect control.
  • B. "What Is It Like to Be a Bat?"
    "What Is It Like to Be a Bat?" is a seminal 1974 philosophical essay by Thomas Nagel that argues the subjective character of conscious experience cannot be fully captured by objective, physicalist accounts of the mind.
  • C. Raptor Free Flight
    Raptor Free Flight is a live outdoor demonstration at the Arizona-Sonora Desert Museum where native birds of prey fly untethered in natural desert habitat while educators share information about their behavior and ecology.
  • D. Mexican long-tongued bat
    The Mexican long-tongued bat is a nectar-feeding bat species native to Mexico and the southwestern United States, known for its elongated tongue adapted for pollinating night-blooming cacti and other desert plants.
  • E. Horsfield's fruit bat
    Horsfield's fruit bat is a medium-sized Old World fruit bat species native to parts of South and Southeast Asia, known for its frugivorous diet and role in seed dispersal.
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9157ce6b88190b16592cc48244db3 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f688ad2481909d11782c44b3217f completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fdebe3fc81909a5bb23a943c3c43 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5feeaf2e48190995f282b02a9caaf completed May 2, 2026, 1:40 p.m.
Created at: April 8, 2026, 9:49 p.m.