Triple

T16245771
Position Surface form Disambiguated ID Type / Status
Subject Esperanza Limjap E394366 entity
Predicate givenName P17 FINISHED
Object Esperanza
Esperanza is a feminine given name of Spanish origin meaning "hope," commonly used in Spanish-speaking communities and beyond.
 E1203114 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: Esperanza | Statement: [Esperanza Limjap, givenName, Esperanza]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Esperanza
Context triple: [Esperanza Limjap, givenName, Esperanza]
  • A. Esperanza
    Esperanza is a municipality located in the province of Sultan Kudarat in the Philippines, known for its agricultural economy and diverse cultural communities.
  • B. Esperanza
    Esperanza is a small coastal village on the island of Vieques in Puerto Rico, known for its seaside promenade, beaches, and access to the nearby bioluminescent bay.
  • C. Esperanza
    Esperanza is a coastal municipality in the Philippine province of Masbate known for its fishing communities and rural island-town character.
  • D. Esperanza
    "Esperanza" is a romantic Latin pop ballad best known as the signature hit from the album *Cosas del Amor*.
  • E. Soledad
    "Soledad" is a reggaeton song by Puerto Rican artist Don Omar, known for its emotive lyrics and romantic, melancholic style.
  • 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: Esperanza
Triple: [Esperanza Limjap, givenName, Esperanza]
Generated description
Esperanza is a feminine given name of Spanish origin meaning "hope," commonly used in Spanish-speaking communities and beyond.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Esperanza
Target entity description: Esperanza is a feminine given name of Spanish origin meaning "hope," commonly used in Spanish-speaking communities and beyond.
  • A. Esperanza
    Esperanza is a small coastal village on the island of Vieques in Puerto Rico, known for its seaside promenade, beaches, and access to the nearby bioluminescent bay.
  • B. Esperanza
    Esperanza is a municipality located in the province of Sultan Kudarat in the Philippines, known for its agricultural economy and diverse cultural communities.
  • C. Esperanza
    Esperanza is a coastal municipality in the Philippine province of Masbate known for its fishing communities and rural island-town character.
  • D. Esperanza
    "Esperanza" is a romantic Latin pop ballad best known as the signature hit from the album *Cosas del Amor*.
  • E. Soledad
    "Soledad" is a reggaeton song by Puerto Rican artist Don Omar, known for its emotive lyrics and romantic, melancholic style.
  • 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_69d87f2171208190951025e526947816 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e24561d250819096f709ea8751fcb9 completed April 17, 2026, 2:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a000ee135b881909cc1b6919bc7af29 completed May 10, 2026, 4:51 a.m.
NEDg Description generation batch_6a00132b0ca4819080f45f929ac39eca completed May 10, 2026, 5:10 a.m.
NED2 Entity disambiguation (via description) batch_6a00138ca1b48190bd7d79699b9e2114 completed May 10, 2026, 5:11 a.m.
Created at: April 10, 2026, 5:04 a.m.