Triple
T11363430
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hadassah Lieberman |
E269141
|
entity |
| Predicate | workedFor |
P1910
|
FINISHED |
| Object |
APCO Associates
APCO Associates is a global public affairs and strategic communications consultancy known for its work in government relations, corporate reputation, and public policy issues.
|
E921480
|
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: APCO Associates | Statement: [Hadassah Lieberman, workedFor, APCO Associates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: APCO Associates Context triple: [Hadassah Lieberman, workedFor, APCO Associates]
-
A.
John A. Martin & Associates
John A. Martin & Associates is a structural engineering firm known for designing major high-rise and complex structures, including landmark skyscrapers in the United States.
-
B.
AAR Consortium
AAR Consortium is a Russian investment group that co-owned the oil company TNK-BP alongside BP.
-
C.
Harris Corporation
Harris Corporation was a major American technology and communications company known for its defense, aerospace, and public safety systems, which later merged to form L3Harris Technologies.
-
D.
Federal Signal Corporation
Federal Signal Corporation is an American company that designs and manufactures safety and security products, including emergency vehicle lighting and sirens, as well as industrial signaling and public safety equipment.
-
E.
Capco
Capco is a global management and technology consultancy specializing in the financial services industry.
- 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: APCO Associates Triple: [Hadassah Lieberman, workedFor, APCO Associates]
Generated description
APCO Associates is a global public affairs and strategic communications consultancy known for its work in government relations, corporate reputation, and public policy issues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: APCO Associates Target entity description: APCO Associates is a global public affairs and strategic communications consultancy known for its work in government relations, corporate reputation, and public policy issues.
-
A.
John A. Martin & Associates
John A. Martin & Associates is a structural engineering firm known for designing major high-rise and complex structures, including landmark skyscrapers in the United States.
-
B.
AAR Consortium
AAR Consortium is a Russian investment group that co-owned the oil company TNK-BP alongside BP.
-
C.
Harris Corporation
Harris Corporation was a major American technology and communications company known for its defense, aerospace, and public safety systems, which later merged to form L3Harris Technologies.
-
D.
Federal Signal Corporation
Federal Signal Corporation is an American company that designs and manufactures safety and security products, including emergency vehicle lighting and sirens, as well as industrial signaling and public safety equipment.
-
E.
Capco
Capco is a global management and technology consultancy specializing in the financial services industry.
- 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_69d6aacbe18081909e5fadb50082dd96 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7ea4589908190948a8225768e1eec |
completed | April 9, 2026, 6:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5565df5508190aeda7d064bceb157 |
completed | April 19, 2026, 10:25 p.m. |
| NEDg | Description generation | batch_69e562c6e7c8819098d22a6e0daa4a51 |
completed | April 19, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e56a472f0c819086c1cccaa5ca0ae7 |
completed | April 19, 2026, 11:50 p.m. |
Created at: April 8, 2026, 9:33 p.m.