Triple
T16964680
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Household Food Insecurity Access Scale |
E411511
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Household Hunger Scale
The Household Hunger Scale is a standardized survey tool used to measure the most severe experiences of food deprivation in households, particularly in low- and middle-income countries, for monitoring and assessing food insecurity.
|
E1242565
|
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: Household Hunger Scale | Statement: [Household Food Insecurity Access Scale, relatedTo, Household Hunger Scale]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Household Hunger Scale Context triple: [Household Food Insecurity Access Scale, relatedTo, Household Hunger Scale]
-
A.
Household Food Insecurity Access Scale
The Household Food Insecurity Access Scale is a survey-based tool used to measure the degree and severity of problems households face in accessing adequate food, particularly in low- and middle-income country contexts.
-
B.
Food Insecurity Experience Scale
The Food Insecurity Experience Scale is a globally used survey-based tool that measures people’s direct experiences of food access constraints to assess the severity and prevalence of food insecurity.
-
C.
Faces of Hunger
Faces of Hunger is a philosophical work by Onora O’Neill that examines global poverty, famine, and our ethical obligations to alleviate hunger.
-
D.
Multidimensional Poverty Index
The Multidimensional Poverty Index is a global measure that assesses poverty by capturing multiple deprivations in health, education, and living standards at the household and individual level.
-
E.
The Poor & Hungry
The Poor & Hungry is a low-budget independent drama film written and directed by Craig Brewer that helped launch his filmmaking career.
- 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: Household Hunger Scale Triple: [Household Food Insecurity Access Scale, relatedTo, Household Hunger Scale]
Generated description
The Household Hunger Scale is a standardized survey tool used to measure the most severe experiences of food deprivation in households, particularly in low- and middle-income countries, for monitoring and assessing food insecurity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Household Hunger Scale Target entity description: The Household Hunger Scale is a standardized survey tool used to measure the most severe experiences of food deprivation in households, particularly in low- and middle-income countries, for monitoring and assessing food insecurity.
-
A.
Household Food Insecurity Access Scale
The Household Food Insecurity Access Scale is a survey-based tool used to measure the degree and severity of problems households face in accessing adequate food, particularly in low- and middle-income country contexts.
-
B.
Food Insecurity Experience Scale
The Food Insecurity Experience Scale is a globally used survey-based tool that measures people’s direct experiences of food access constraints to assess the severity and prevalence of food insecurity.
-
C.
Faces of Hunger
Faces of Hunger is a philosophical work by Onora O’Neill that examines global poverty, famine, and our ethical obligations to alleviate hunger.
-
D.
Multidimensional Poverty Index
The Multidimensional Poverty Index is a global measure that assesses poverty by capturing multiple deprivations in health, education, and living standards at the household and individual level.
-
E.
The Poor & Hungry
The Poor & Hungry is a low-budget independent drama film written and directed by Craig Brewer that helped launch his filmmaking career.
- 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_69d886c9c9d481909afe222093641cae |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d0a2cda88190bd574a869f0e43e9 |
completed | April 18, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00d46cb56481908c2bc6648a12fbcf |
completed | May 10, 2026, 6:54 p.m. |
| NEDg | Description generation | batch_6a00d4f1bfa48190903bedc43ed6db75 |
completed | May 10, 2026, 6:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00d59b96108190a0e55f01529a0b64 |
completed | May 10, 2026, 6:59 p.m. |
Created at: April 10, 2026, 5:31 a.m.