Triple

T8932608
Position Surface form Disambiguated ID Type / Status
Subject National Patriotic Front of Liberia E212692 entity
Predicate headquartersLocation P62 FINISHED
Object Gbarnga
Gbarnga is a city in central Liberia that gained prominence as a stronghold and de facto capital for rebel forces during the First Liberian Civil War.
 E767807 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: Gbarnga | Statement: [National Patriotic Front of Liberia, headquartersLocation, Gbarnga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gbarnga
Context triple: [National Patriotic Front of Liberia, headquartersLocation, Gbarnga]
  • A. Bambarra
    Bambarra is a small coastal village on Middle Caicos in the Turks and Caicos Islands, known for its historical links to African heritage and its tranquil, undeveloped beaches.
  • B. Lorengau
    Lorengau is the main town and administrative center of Manus Island in Papua New Guinea, serving as the capital of the Admiralty Islands.
  • C. Tinakula
    Tinakula is an active volcanic island in the Solomon Islands’ Santa Cruz group, known for its steep cone rising dramatically from the sea and frequent eruptions.
  • D. Kolombangara
    Kolombangara is a volcanic island in the Solomon Islands' Western Province, notable for its circular shape, central peak, and role in World War II Pacific battles.
  • E. Nukuoro
    Nukuoro is a remote Polynesian outlier atoll in the Federated States of Micronesia whose inhabitants speak a Polynesian language and maintain distinct Polynesian cultural traditions.
  • 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: Gbarnga
Triple: [National Patriotic Front of Liberia, headquartersLocation, Gbarnga]
Generated description
Gbarnga is a city in central Liberia that gained prominence as a stronghold and de facto capital for rebel forces during the First Liberian Civil War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gbarnga
Target entity description: Gbarnga is a city in central Liberia that gained prominence as a stronghold and de facto capital for rebel forces during the First Liberian Civil War.
  • A. Bambarra
    Bambarra is a small coastal village on Middle Caicos in the Turks and Caicos Islands, known for its historical links to African heritage and its tranquil, undeveloped beaches.
  • B. Lorengau
    Lorengau is the main town and administrative center of Manus Island in Papua New Guinea, serving as the capital of the Admiralty Islands.
  • C. Tinakula
    Tinakula is an active volcanic island in the Solomon Islands’ Santa Cruz group, known for its steep cone rising dramatically from the sea and frequent eruptions.
  • D. Kolombangara
    Kolombangara is a volcanic island in the Solomon Islands' Western Province, notable for its circular shape, central peak, and role in World War II Pacific battles.
  • E. Nukuoro
    Nukuoro is a remote Polynesian outlier atoll in the Federated States of Micronesia whose inhabitants speak a Polynesian language and maintain distinct Polynesian cultural traditions.
  • 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_69ca8395c438819087d7cb844ab5990c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc668e5c108190b08f9cd6b4fd4a8b completed April 1, 2026, 12:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc1d965cc8190bad0a990df318698 completed April 3, 2026, 1:34 p.m.
NEDg Description generation batch_69cfc3b3044c81908631fee4ffe5c25f completed April 3, 2026, 1:42 p.m.
NED2 Entity disambiguation (via description) batch_69cfc41fca3081908d8c2515c98283de completed April 3, 2026, 1:43 p.m.
Created at: March 30, 2026, 6:57 p.m.