Triple
T8609560
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PyGObject |
E203882
|
entity |
| Predicate | requires |
P100
|
FINISHED |
| Object |
GIRepository
GIRepository is a GObject Introspection component that provides a runtime API for accessing metadata about GObject-based libraries so they can be used dynamically from languages like Python.
|
E745804
|
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: GIRepository | Statement: [PyGObject, requires, GIRepository]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GIRepository Context triple: [PyGObject, requires, GIRepository]
-
A.
IGIS
IGIS is the acronym for Australia’s Inspector-General of Intelligence and Security, an independent oversight body that monitors the legality and propriety of the country’s intelligence agencies.
-
B.
GBI
GBI was the abbreviated name for the General Building Inspector for the Reich Capital, a Nazi-era office responsible for overseeing large-scale architectural and urban redevelopment projects in Berlin.
-
C.
Network Repository Function
The Network Repository Function (NRF) is a key 5G Core network function that maintains a registry of available network functions and their services, enabling service discovery and efficient communication between them.
-
D.
GISD
GISD is the commonly used acronym for the Garland Independent School District, a large public school district serving students in Garland and surrounding areas in Texas.
-
E.
GIPSA
GIPSA is a former agency of the U.S. Department of Agriculture responsible for ensuring fair trading practices and accurate inspection and weighing in the grain, livestock, and poultry industries.
- 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: GIRepository Triple: [PyGObject, requires, GIRepository]
Generated description
GIRepository is a GObject Introspection component that provides a runtime API for accessing metadata about GObject-based libraries so they can be used dynamically from languages like Python.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GIRepository Target entity description: GIRepository is a GObject Introspection component that provides a runtime API for accessing metadata about GObject-based libraries so they can be used dynamically from languages like Python.
-
A.
IGIS
IGIS is the acronym for Australia’s Inspector-General of Intelligence and Security, an independent oversight body that monitors the legality and propriety of the country’s intelligence agencies.
-
B.
GBI
GBI was the abbreviated name for the General Building Inspector for the Reich Capital, a Nazi-era office responsible for overseeing large-scale architectural and urban redevelopment projects in Berlin.
-
C.
Network Repository Function
The Network Repository Function (NRF) is a key 5G Core network function that maintains a registry of available network functions and their services, enabling service discovery and efficient communication between them.
-
D.
GISD
GISD is the commonly used acronym for the Garland Independent School District, a large public school district serving students in Garland and surrounding areas in Texas.
-
E.
GIPSA
GIPSA is a former agency of the U.S. Department of Agriculture responsible for ensuring fair trading practices and accurate inspection and weighing in the grain, livestock, and poultry industries.
- 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_69ca832c23e4819095a9f3eea4a21828 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cc46ed77588190a872d22d9d1f7429 |
completed | March 31, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cea90dd93081908140ac0ce23be820 |
completed | April 2, 2026, 5:36 p.m. |
| NEDg | Description generation | batch_69ceaa2c34308190a3bc7717012fea9d |
completed | April 2, 2026, 5:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ceaae76d188190932826c9fd9f7f5f |
completed | April 2, 2026, 5:44 p.m. |
Created at: March 30, 2026, 6:25 p.m.