Triple
T27028218
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Post-9/11 GI Bill |
E680846
|
entity |
| Predicate | housingAllowanceBasedOn |
P161786
|
FINISHED |
| Object |
Department of Defense Basic Allowance for Housing (BAH) rates
Department of Defense Basic Allowance for Housing (BAH) rates are standardized payments that help U.S. service members cover off-base housing costs, varying by rank, location, and dependency status.
|
E1755648
|
NE FINISHED |
How this triple was built (3 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: Department of Defense Basic Allowance for Housing (BAH) rates | Statement: [Post-9/11 GI Bill, housingAllowanceBasedOn, Department of Defense Basic Allowance for Housing (BAH) rates]
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: Department of Defense Basic Allowance for Housing (BAH) rates Triple: [Post-9/11 GI Bill, housingAllowanceBasedOn, Department of Defense Basic Allowance for Housing (BAH) rates]
Generated description
Department of Defense Basic Allowance for Housing (BAH) rates are standardized payments that help U.S. service members cover off-base housing costs, varying by rank, location, and dependency status.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: housingAllowanceBasedOn Context triple: [Post-9/11 GI Bill, housingAllowanceBasedOn, Department of Defense Basic Allowance for Housing (BAH) rates]
-
A.
allowsBoarderIncome
Indicates that an entity permits income to be earned or received from taking in boarders (people who pay to live in a room or part of a property).
-
B.
allowancesType
Indicates the specific category or kind of allowances associated with an entity or transaction.
-
C.
providedHousingFor
Indicates that one entity supplied or arranged housing or accommodation for another entity.
-
D.
housingPattern
Indicates the typical arrangement or distribution of housing units or residential structures within a given area or context.
-
E.
isPublicHousing
Indicates that the entity is designated as government-provided or subsidized residential housing intended for public use.
- 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_69eeeb5566f08190813daf896fa3da04 |
completed | April 27, 2026, 4:51 a.m. |
| NER | Named-entity recognition | batch_69f62232f1048190be9e9467cd181055 |
completed | May 2, 2026, 4:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a123aba8fd08190a1ad9fc2d57685d7 |
completed | May 23, 2026, 11:39 p.m. |
| NEDg | Description generation | batch_6a123bbe49cc81908763b340636d7a60 |
completed | May 23, 2026, 11:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a123f9c03f881908e9cc1bc292b3e96 |
completed | May 24, 2026, midnight |
| PD | Predicate disambiguation | batch_69f61b3ee7b08190a0a1bc5d26b757aa |
completed | May 2, 2026, 3:41 p.m. |
| PDg | Predicate description generation | batch_69f61f109ef48190873bfe18638d2046 |
completed | May 2, 2026, 3:58 p.m. |
Created at: April 27, 2026, 7:12 a.m.