Triple

T2520173
Position Surface form Disambiguated ID Type / Status
Subject Department of Social Welfare and Development E55502 entity
Predicate usesTargetingSystem P39582 FINISHED
Object Listahanan
Listahanan is the Philippine government’s national household targeting system used to identify and prioritize poor and vulnerable families for social protection programs.
E275408 NE FINISHED

How this triple was built (5 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: Listahanan | Statement: [Department of Social Welfare and Development, usesTargetingSystem, Listahanan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Listahanan
Context triple: [Department of Social Welfare and Development, usesTargetingSystem, Listahanan]
  • A. litas
    The litas was the national currency of Lithuania before the adoption of the euro.
  • B. LIS
    LIS is the three-letter IATA airport code for Humberto Delgado Airport, the main international airport serving Lisbon, Portugal.
  • C. Can Lis
    Can Lis is a celebrated cliffside house on the island of Mallorca, designed by Danish architect Jørn Utzon as his own Mediterranean residence and admired for its sculptural integration with the coastal landscape.
  • D. Daftar Khana
    Daftar Khana is a historic administrative building within the Mughal-era Fatehpur Sikri complex in India, traditionally associated with record-keeping and imperial offices.
  • E. PTLIS
    PTLIS is the UN/LOCODE designation for the port and city of Lisbon, Portugal, used in international trade and transport documentation.
  • 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: Listahanan
Triple: [Department of Social Welfare and Development, usesTargetingSystem, Listahanan]
Generated description
Listahanan is the Philippine government’s national household targeting system used to identify and prioritize poor and vulnerable families for social protection programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Listahanan
Target entity description: Listahanan is the Philippine government’s national household targeting system used to identify and prioritize poor and vulnerable families for social protection programs.
  • A. litas
    The litas was the national currency of Lithuania before the adoption of the euro.
  • B. LIS
    LIS is the three-letter IATA airport code for Humberto Delgado Airport, the main international airport serving Lisbon, Portugal.
  • C. Can Lis
    Can Lis is a celebrated cliffside house on the island of Mallorca, designed by Danish architect Jørn Utzon as his own Mediterranean residence and admired for its sculptural integration with the coastal landscape.
  • D. Daftar Khana
    Daftar Khana is a historic administrative building within the Mughal-era Fatehpur Sikri complex in India, traditionally associated with record-keeping and imperial offices.
  • E. PTLIS
    PTLIS is the UN/LOCODE designation for the port and city of Lisbon, Portugal, used in international trade and transport documentation.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usesTargetingSystem
Context triple: [Department of Social Welfare and Development, usesTargetingSystem, Listahanan]
  • A. hasTarget
    Indicates that one entity is directed toward, aimed at, or intended to affect another specific entity as its target.
  • B. targetedCondition
    Indicates that an action, intervention, or entity is specifically directed toward affecting, treating, or addressing a particular condition.
  • C. supportsTargetType
    Indicates that one entity is capable of operating with, handling, or being compatible with a specified target type.
  • D. targetedActivity
    Indicates that an activity is specifically directed or focused toward a particular entity, group, or objective.
  • E. optimizationTarget
    Indicates that one entity is the goal or objective that another entity is trying to improve, optimize, or make more efficient.
  • F. None of above. chosen

Provenance (7 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_69ab49e4749c8190813311efd1630f1b completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd2343e3081908819dc58d8ff40ce completed March 7, 2026, 7:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2ba2adc081908a0c7ff24db89de6 completed March 9, 2026, 8:20 p.m.
NEDg Description generation batch_69af51dee3508190a0d1608a7d905742 completed March 9, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69af52a97d008190b55491fa557eb729 completed March 9, 2026, 11:07 p.m.
PD Predicate disambiguation batch_69abd0c144b0819092f32a13c1d127e5 completed March 7, 2026, 7:16 a.m.
PDg Predicate description generation batch_69abd1487e0c8190b90dcf30586ad4cd completed March 7, 2026, 7:18 a.m.
Created at: March 6, 2026, 9:46 p.m.