Triple

T20127956
Position Surface form Disambiguated ID Type / Status
Subject Heroes of the Frontier E490806 entity
Predicate featuresCharacter P626 FINISHED
Object Ana
Ana is a central character in Dave Eggers' novel "Heroes of the Frontier," depicted as one of the key figures in its offbeat family road-trip narrative through Alaska.
 E1412431 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: Ana | Statement: [Heroes of the Frontier, featuresCharacter, Ana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ana
Context triple: [Heroes of the Frontier, featuresCharacter, Ana]
  • A. Ana
    Ana is a constituent part of the larger municipality of Santa Ana.
  • B. Ana
    Ana is a mysterious, hooded Lancer-class Servant in Fate/Grand Order - Absolute Demonic Front: Babylonia who serves as a younger incarnation of the goddess Medusa.
  • C. Ana
    Ana is a feminine given name used in many languages, often as a variant of Anna or Anne.
  • D. Ana
    Ana is the given name of Ana Ivanovic, a retired Serbian professional tennis player and former world No. 1.
  • E. Ana
    Ana is the informal nickname of Anastasia Steele, the main female protagonist in the "Fifty Shades of Grey" series.
  • 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: Ana
Triple: [Heroes of the Frontier, featuresCharacter, Ana]
Generated description
Ana is a central character in Dave Eggers' novel "Heroes of the Frontier," depicted as one of the key figures in its offbeat family road-trip narrative through Alaska.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ana
Target entity description: Ana is a central character in Dave Eggers' novel "Heroes of the Frontier," depicted as one of the key figures in its offbeat family road-trip narrative through Alaska.
  • A. Ana
    Ana is a fictional character in Pedro Almodóvar’s 2021 Spanish drama film "Parallel Mothers."
  • B. Ana
    Ana is the informal nickname of Anastasia Steele, the main female protagonist in the "Fifty Shades of Grey" series.
  • C. Ana
    Ana is a feminine given name used in many languages, often as a variant of Anna or Anne.
  • D. Ana
    Ana is the given name of Ana Ivanovic, a retired Serbian professional tennis player and former world No. 1.
  • E. Ana
    Ana is a constituent part of the larger municipality of Santa Ana.
  • 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_69da62651a0c8190a3e05e95e056a66b completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e6675fe3d48190b0c20b483a951e68 completed April 20, 2026, 5:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a082ddbae5481908ee89666afa6296e completed May 16, 2026, 8:42 a.m.
NEDg Description generation batch_6a082ed267588190ac209a5f5fcdac16 completed May 16, 2026, 8:46 a.m.
NED2 Entity disambiguation (via description) batch_6a082f5360ac8190bdfe653cb48c6ecb completed May 16, 2026, 8:48 a.m.
Created at: April 11, 2026, 11:31 p.m.