Triple
T20735989
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malakoff, Texas |
E509706
|
entity |
| Predicate | servedByLibrary |
P97932
|
FINISHED |
| Object |
Malakoff Public Library
Malakoff Public Library is a community public library in Malakoff, Texas, providing local residents with access to books, information resources, and educational services.
|
E1449431
|
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: Malakoff Public Library | Statement: [Malakoff, Texas, servedByLibrary, Malakoff Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malakoff Public Library Context triple: [Malakoff, Texas, servedByLibrary, Malakoff Public Library]
-
A.
Gunn Memorial Public Library
Gunn Memorial Public Library is a historic public library building located in Yanceyville, North Carolina, recognized as a contributing structure within the Yanceyville Historic District.
-
B.
Redfield Carnegie Library
Redfield Carnegie Library is a historic Carnegie-funded public library building serving the community of Redfield, South Dakota.
-
C.
Rodman Public Library
Rodman Public Library is the main public library serving the community of Alliance, Ohio, providing access to books, digital resources, and educational programs.
-
D.
Gunn Memorial Library
Gunn Memorial Library is a public library serving the town of Washington, Connecticut, providing community access to books, media, and educational resources.
-
E.
Neva Lomason Memorial Library
Neva Lomason Memorial Library is the main public library serving the Carrollton, Georgia community, offering lending services, educational programs, and community resources.
- 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: Malakoff Public Library Triple: [Malakoff, Texas, servedByLibrary, Malakoff Public Library]
Generated description
Malakoff Public Library is a community public library in Malakoff, Texas, providing local residents with access to books, information resources, and educational services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malakoff Public Library Target entity description: Malakoff Public Library is a community public library in Malakoff, Texas, providing local residents with access to books, information resources, and educational services.
-
A.
Gunn Memorial Public Library
Gunn Memorial Public Library is a historic public library building located in Yanceyville, North Carolina, recognized as a contributing structure within the Yanceyville Historic District.
-
B.
Redfield Carnegie Library
Redfield Carnegie Library is a historic Carnegie-funded public library building serving the community of Redfield, South Dakota.
-
C.
Rodman Public Library
Rodman Public Library is the main public library serving the community of Alliance, Ohio, providing access to books, digital resources, and educational programs.
-
D.
Gunn Memorial Library
Gunn Memorial Library is a public library serving the town of Washington, Connecticut, providing community access to books, media, and educational resources.
-
E.
Neva Lomason Memorial Library
Neva Lomason Memorial Library is the main public library serving the Carrollton, Georgia community, offering lending services, educational programs, and community resources.
- 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_69e0b4c589c08190834fb5d86d0efa2b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c20a02d48190bba22d1bdbeb370d |
completed | April 21, 2026, 12:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08ef7be0d08190826f776b65fea283 |
completed | May 16, 2026, 10:28 p.m. |
| NEDg | Description generation | batch_6a08f158ebb88190ae15cc2e31fc2082 |
completed | May 16, 2026, 10:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08f1db89bc81908152904adf96b892 |
completed | May 16, 2026, 10:38 p.m. |
Created at: April 16, 2026, 12:31 p.m.