Triple

T16245772
Position Surface form Disambiguated ID Type / Status
Subject Esperanza Limjap E394366 entity
Predicate familyName P18 FINISHED
Object Limjap
Limjap is a Filipino surname associated with notable families and figures in the Philippines.
 E1203115 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: Limjap | Statement: [Esperanza Limjap, familyName, Limjap]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Limjap
Context triple: [Esperanza Limjap, familyName, Limjap]
  • A. Giong Lim
    Giong Lim is a musician and composer known for creating music featured in the film "Platform."
  • B. Liew
    Liew is a romanized variant of the Chinese surname commonly spelled as Liu.
  • C. Jun-Yan Zhu
    Jun-Yan Zhu is a computer scientist and researcher known for his influential work in computer vision and generative models, particularly in image-to-image translation.
  • D. Liangjie
    Liangjie is the given name of Dongshan Liangjie, a prominent 9th-century Chan (Zen) Buddhist master associated with the Caodong/Sōtō school in China.
  • E. Jianlin Wang
    Jianlin Wang is a Chinese billionaire businessman best known as the founder and chairman of the Dalian Wanda Group, a major global real estate and entertainment conglomerate.
  • 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: Limjap
Triple: [Esperanza Limjap, familyName, Limjap]
Generated description
Limjap is a Filipino surname associated with notable families and figures in the Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Limjap
Target entity description: Limjap is a Filipino surname associated with notable families and figures in the Philippines.
  • A. Giong Lim
    Giong Lim is a musician and composer known for creating music featured in the film "Platform."
  • B. Liew
    Liew is a romanized variant of the Chinese surname commonly spelled as Liu.
  • C. Jun-Yan Zhu
    Jun-Yan Zhu is a computer scientist and researcher known for his influential work in computer vision and generative models, particularly in image-to-image translation.
  • D. Liangjie
    Liangjie is the given name of Dongshan Liangjie, a prominent 9th-century Chan (Zen) Buddhist master associated with the Caodong/Sōtō school in China.
  • E. Jianlin Wang
    Jianlin Wang is a Chinese billionaire businessman best known as the founder and chairman of the Dalian Wanda Group, a major global real estate and entertainment conglomerate.
  • 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.