Triple
T19977980
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gulfton |
E493739
|
entity |
| Predicate | hasCommunityOrganization |
P12098
|
FINISHED |
| Object |
Gulfton Area Neighborhood Organization
Gulfton Area Neighborhood Organization is a community-based group that advocates for residents of Houston’s Gulfton neighborhood, working to improve local quality of life, safety, and services.
|
E493739
|
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: Gulfton Area Neighborhood Organization | Statement: [Gulfton, hasCommunityOrganization, Gulfton Area Neighborhood Organization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gulfton Area Neighborhood Organization Context triple: [Gulfton, hasCommunityOrganization, Gulfton Area Neighborhood Organization]
-
A.
Gulfton
Gulfton is a densely populated, ethnically diverse neighborhood in southwest Houston known for its large apartment complexes and vibrant immigrant communities.
-
B.
Westwood Neighborhood Council
Westwood Neighborhood Council is a local representative body that advocates for community interests and advises the City of Los Angeles on issues affecting the Westwood neighborhood.
-
C.
Palms Neighborhood Council
Palms Neighborhood Council is a local advisory body representing the interests of residents and businesses in the Palms neighborhood of Los Angeles within the city’s neighborhood council system.
-
D.
Pacoima Neighborhood Council
Pacoima Neighborhood Council is a local advisory body in Los Angeles that represents the interests of Pacoima residents to city government and helps guide community improvements and services.
-
E.
St. Johns Neighborhood Association
St. Johns Neighborhood Association is a community-based organization that represents and advocates for the interests, livability, and development of Portland’s St. Johns neighborhood.
- 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: Gulfton Area Neighborhood Organization Triple: [Gulfton, hasCommunityOrganization, Gulfton Area Neighborhood Organization]
Generated description
Gulfton Area Neighborhood Organization is a community-based group that advocates for residents of Houston’s Gulfton neighborhood, working to improve local quality of life, safety, and services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gulfton Area Neighborhood Organization Target entity description: Gulfton Area Neighborhood Organization is a community-based group that advocates for residents of Houston’s Gulfton neighborhood, working to improve local quality of life, safety, and services.
-
A.
Gulfton
chosen
Gulfton is a densely populated, ethnically diverse neighborhood in southwest Houston known for its large apartment complexes and vibrant immigrant communities.
-
B.
Westwood Neighborhood Council
Westwood Neighborhood Council is a local representative body that advocates for community interests and advises the City of Los Angeles on issues affecting the Westwood neighborhood.
-
C.
Palms Neighborhood Council
Palms Neighborhood Council is a local advisory body representing the interests of residents and businesses in the Palms neighborhood of Los Angeles within the city’s neighborhood council system.
-
D.
Pacoima Neighborhood Council
Pacoima Neighborhood Council is a local advisory body in Los Angeles that represents the interests of Pacoima residents to city government and helps guide community improvements and services.
-
E.
St. Johns Neighborhood Association
St. Johns Neighborhood Association is a community-based organization that represents and advocates for the interests, livability, and development of Portland’s St. Johns neighborhood.
- F. None of above.
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_69da626a67648190af9653832a3aeced |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e65d11108481908241a2a96a795a7d |
completed | April 20, 2026, 5:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07fdd9ccd081909bc8555dfab586b7 |
completed | May 16, 2026, 5:17 a.m. |
| NEDg | Description generation | batch_6a07feea266c81909da71d549a8857d3 |
completed | May 16, 2026, 5:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07ff598550819093b6303a88dfefd2 |
completed | May 16, 2026, 5:23 a.m. |
Created at: April 11, 2026, 3:27 p.m.